diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e2d41b2ee05e432800fd5eb6ba6d8f1c197648f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5969, "bytes_utf8": 5969, "lines": 184, "estimated_tokens": 1700}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21790, "cached_input_tokens": 19840, "output_tokens": 131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d63b6c974510f6ca73ed463a8383d80ed5d37262 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0189a2980e840465", + "api_calls": 0, + "input_tokens": 21790, + "cached_input_tokens": 19840, + "output_tokens": 131, + "total_tokens": 21921, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1700, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1815, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12778.16, + "sql_execution_elapsed_ms_total": 1.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_0189a2980e840465\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4da55040780ef22cc4f6d193caf881fb27879ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:09:11.819308+00:00", + "ended_at": "2026-05-04T08:09:24.597378+00:00", + "elapsed_ms": 12778.16, + "prompt_metrics": { + "chars": 5969, + "bytes_utf8": 5969, + "lines": 184, + "estimated_tokens": 1700 + }, + "stdout_metrics": { + "chars": 798, + "bytes_utf8": 798, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13184 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 457, + "bytes_utf8": 457, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 21790, + "cached_input_tokens": 19840, + "output_tokens": 131 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e80f057e262dbe1e6a52d813bb2c69aba1b4eb13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=lug_boot.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d818fb86ccae7841db650485b0d2d8f81db19d8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-bc00-7832-b4cf-04767afa3062"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"lug_boot\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '2'\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Filled the provided filtered two-dimensional group count template using group_col=\\\"buying\\\", group_col_2=\\\"lug_boot\\\", and predicate persons='2'. Uses only the single table and SQLite-compatible syntax with quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21790,"cached_input_tokens":19840,"output_tokens":131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9a2307dfa17d7cc695f662bb611ae152c1b0fe0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"lug_boot\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nWHERE \"persons\" = '2'\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY \"row_count\" DESC;","notes":"Filled the provided filtered two-dimensional group count template using group_col=\"buying\", group_col_2=\"lug_boot\", and predicate persons='2'. Uses only the single table and SQLite-compatible syntax with quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53f53a0bb909db249b7bafc4f4097ad04eb05993 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:12.013899Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:14.460415Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:23.790399Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..404cc11dc9723bda792d00552df91fe1cc581274 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=lug_boot. +Result preview: [{"buying": "high", "lug_boot": "big", "row_count": 48}, {"buying": "high", "lug_boot": "med", "row_count": 48}, {"buying": "high", "lug_boot": "small", "row_count": 48}, {"buying": "low", "lug_boot": "big", "row_count": 48}, {"buying": "low", "lug_boot": "med", "row_count": 48}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..744102e73fa3e957075bcec2d66bfb7384edf8ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_0189a2980e840465 +-- problem_id: v2p_c2_c8f18b8ffdf34744 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "lug_boot", COUNT(*) AS "row_count" +FROM "c2" +WHERE "persons" = '2' +GROUP BY "buying", "lug_boot" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2defde6d89585f722c5613017f917840034756d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"lug_boot\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nWHERE \"persons\" = '2'\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"lug_boot\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '2'\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"buying\", \"lug_boot\", \"row_count\"], \"rows\": [{\"buying\": \"high\", \"lug_boot\": \"big\", \"row_count\": 48}, {\"buying\": \"high\", \"lug_boot\": \"med\", \"row_count\": 48}, {\"buying\": \"high\", \"lug_boot\": \"small\", \"row_count\": 48}, {\"buying\": \"low\", \"lug_boot\": \"big\", \"row_count\": 48}, {\"buying\": \"low\", \"lug_boot\": \"med\", \"row_count\": 48}, {\"buying\": \"low\", \"lug_boot\": \"small\", \"row_count\": 48}, {\"buying\": \"med\", \"lug_boot\": \"big\", \"row_count\": 48}, {\"buying\": \"med\", \"lug_boot\": \"med\", \"row_count\": 48}, {\"buying\": \"med\", \"lug_boot\": \"small\", \"row_count\": 48}, {\"buying\": \"vhigh\", \"lug_boot\": \"big\", \"row_count\": 48}, {\"buying\": \"vhigh\", \"lug_boot\": \"med\", \"row_count\": 48}, {\"buying\": \"vhigh\", \"lug_boot\": \"small\", \"row_count\": 48}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..feece7aa46c7dfa8935cd03706f2462d9415c6d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:09:11.817730+00:00", + "ended_at": "2026-05-04T08:09:24.625192+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0189a2980e840465", + "problem_id": "v2p_c2_c8f18b8ffdf34744", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=lug_boot.", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_0189a2980e840465.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0189a2980e840465", + "api_calls": 0, + "input_tokens": 21790, + "cached_input_tokens": 19840, + "output_tokens": 131, + "total_tokens": 21921, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1700, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1815, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12778.16, + "sql_execution_elapsed_ms_total": 1.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_0189a2980e840465\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b35c34d89ce972d6da37c167bbad97064b6dd88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0189a2980e840465/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:24.615882+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12778.16, "started_at": "2026-05-04T08:09:11.819308+00:00", "ended_at": "2026-05-04T08:09:24.597378+00:00", "prompt_metrics": {"chars": 5969, "bytes_utf8": 5969, "lines": 184, "estimated_tokens": 1700}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21790, "cached_input_tokens": 19840, "output_tokens": 131}, "stderr_preview": "2026-05-04T08:09:12.013899Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:14.460415Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "buying", + "entity_col": "buying", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7eb38b709862aa32fe012cf69095a9466bc330ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-5b12-7173-a27b-5774b1187176"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided Top-k Groups by Distinct Entity Coverage template with group_col and entity_col both bound to \\\"buying\\\", using the single table \\\"c2\\\" and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21722,"cached_input_tokens":20864,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c50865b9261b6cef6ca175d08a6a677739e2af2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 16;","notes":"Applied the provided Top-k Groups by Distinct Entity Coverage template with group_col and entity_col both bound to \"buying\", using the single table \"c2\" and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdea41fcab421bf06f5bd4f51854c4d29442d83c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:27.708280Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:30.186340Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:39.864062Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..961d4d03a8f98bb1e7fd53b32d4368caa1cf21ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying. +Result preview: [{"buying": "vhigh", "distinct_entities": 1}, {"buying": "med", "distinct_entities": 1}, {"buying": "low", "distinct_entities": 1}, {"buying": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2287ce089fe58f943b6fce1bd3ab9b8fdec9c6d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_02b95a0752ab1b50 +-- problem_id: v2p_c2_4ec1796d4ada886c +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5da616e65c9bfa6ef8a03f05226a49e7a7765c59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\", \"columns\": [\"buying\", \"distinct_entities\"], \"rows\": [{\"buying\": \"vhigh\", \"distinct_entities\": 1}, {\"buying\": \"med\", \"distinct_entities\": 1}, {\"buying\": \"low\", \"distinct_entities\": 1}, {\"buying\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1440d6e2c37fabd75441626aef6f59bbe16eade1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:40:27.473908+00:00", + "ended_at": "2026-05-04T08:40:40.722154+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_02b95a0752ab1b50", + "problem_id": "v2p_c2_4ec1796d4ada886c", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "entity_col": "buying", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_02b95a0752ab1b50.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_02b95a0752ab1b50", + "api_calls": 0, + "input_tokens": 21722, + "cached_input_tokens": 20864, + "output_tokens": 149, + "total_tokens": 21871, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1634, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1732, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13219.41, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_02b95a0752ab1b50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a690bcfb31efa6a6be487f80c6f9e9318b21d63a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02b95a0752ab1b50/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:40.713231+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13219.41, "started_at": "2026-05-04T08:40:27.477413+00:00", "ended_at": "2026-05-04T08:40:40.696684+00:00", "prompt_metrics": {"chars": 5776, "bytes_utf8": 5776, "lines": 180, "estimated_tokens": 1634}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21722, "cached_input_tokens": 20864, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:40:27.708280Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:30.186340Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "buying", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "big", + "entity_col": "buying", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c6aabc2449bcfee8544825190114618f273dd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-22f1-7a00-b8e7-2bee3f6c38ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'big'\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Applied the provided template and fixed bindings exactly: group_col=\\\"buying\\\", entity_col=\\\"buying\\\", predicate on \\\"lug_boot\\\" = 'big'. Because the grouped column and distinct-counted column are the same, each returned group will have distinct_entities = 1 when present.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":21376,"output_tokens":189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70191ebe97c8195ffde91f27bdc5bcee486ab6a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nWHERE \"lug_boot\" = 'big'\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 15;","notes":"Applied the provided template and fixed bindings exactly: group_col=\"buying\", entity_col=\"buying\", predicate on \"lug_boot\" = 'big'. Because the grouped column and distinct-counted column are the same, each returned group will have distinct_entities = 1 when present."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9be76c9dadf985a64a85ea594072294449be9fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:30.011523Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:32.363710Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:48.260845Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a7b6b7d2b520d4906e3e9861cfd66dd38c749b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying. +Result preview: [{"buying": "vhigh", "distinct_entities": 1}, {"buying": "med", "distinct_entities": 1}, {"buying": "low", "distinct_entities": 1}, {"buying": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ecbf24cafedfa1161d07e663a3d1f95609ab088 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_02decc38441289c5 +-- problem_id: v2p_c2_c8c9a469c1fefb21 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +WHERE "lug_boot" = 'big' +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2a7a7be9a04edae0048ec6c8bbb035fc45663dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nWHERE \"lug_boot\" = 'big'\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'big'\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\", \"columns\": [\"buying\", \"distinct_entities\"], \"rows\": [{\"buying\": \"vhigh\", \"distinct_entities\": 1}, {\"buying\": \"med\", \"distinct_entities\": 1}, {\"buying\": \"low\", \"distinct_entities\": 1}, {\"buying\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..91b54d21f3b24ed6781684da0ccea3aaff8b88f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:43:29.748305+00:00", + "ended_at": "2026-05-04T08:43:49.103775+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_02decc38441289c5", + "problem_id": "v2p_c2_c8c9a469c1fefb21", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "big", + "entity_col": "buying", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=140" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_02decc38441289c5.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_02decc38441289c5", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 21376, + "output_tokens": 189, + "total_tokens": 21965, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 127, + "estimated_total_tokens": 1815, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19311.91, + "sql_execution_elapsed_ms_total": 1.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_02decc38441289c5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a2276b9422b592625436a864cd9e685e924a929 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_02decc38441289c5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:43:49.090083+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19311.91, "started_at": "2026-05-04T08:43:29.750333+00:00", "ended_at": "2026-05-04T08:43:49.061414+00:00", "prompt_metrics": {"chars": 5989, "bytes_utf8": 5989, "lines": 184, "estimated_tokens": 1688}, "response_metrics": {"chars": 520, "bytes_utf8": 520, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 21776, "cached_input_tokens": 21376, "output_tokens": 189}, "stderr_preview": "2026-05-04T08:43:30.011523Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:32.363710Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=lug_boot, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2ce45e027c412a9e97f801c2db9894442306eae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-5cf2-77a3-a4ca-6f8f8c7a27f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"lug_boot\\\", target_col=\\\"class\\\", target_value='unacc', min_support=4, and top_k=18. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":19840,"output_tokens":163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ed98d9e99676a4ff74f3d68104eabef8f4752d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Used the required Tail Target-Rate Extremes template with group_col=\"lug_boot\", target_col=\"class\", target_value='unacc', min_support=4, and top_k=18. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2caee5e6c64bb2d58c9b27f58efd1e7962903be1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:32.854240Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:35.749084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:45.428464Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1e8e2914ff0438afa1f7072c19946432bd1226f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=lug_boot, target_col=class. +Result preview: [{"lug_boot": "small", "support": 576, "focus_rate": 0.78125}, {"lug_boot": "med", "support": 576, "focus_rate": 0.6805555555555556}, {"lug_boot": "big", "support": 576, "focus_rate": 0.6388888888888888}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3be95561bf3b31d6f51608afd54e8b46c20d2d5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_050bb8c9612638aa +-- problem_id: v2p_c2_c13c0d5c605d28a9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "lug_boot" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..932a486d9aaaaca684594e2b04522cd4a9e5c2f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"lug_boot\", \"support\", \"focus_rate\"], \"rows\": [{\"lug_boot\": \"small\", \"support\": 576, \"focus_rate\": 0.78125}, {\"lug_boot\": \"med\", \"support\": 576, \"focus_rate\": 0.6805555555555556}, {\"lug_boot\": \"big\", \"support\": 576, \"focus_rate\": 0.6388888888888888}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d4f1a625edd3f99ad06786b221e9f6a2e660d8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:29:32.636059+00:00", + "ended_at": "2026-05-04T08:29:46.250044+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_050bb8c9612638aa", + "problem_id": "v2p_c2_c13c0d5c605d28a9", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=lug_boot, target_col=class.", + "bindings": { + "group_col": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_050bb8c9612638aa.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_050bb8c9612638aa", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 19840, + "output_tokens": 163, + "total_tokens": 21974, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 147, + "estimated_total_tokens": 1870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13582.43, + "sql_execution_elapsed_ms_total": 1.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_050bb8c9612638aa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21599309c6317a83023361a3c90c065999006faa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:46.240600+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13582.43, "started_at": "2026-05-04T08:29:32.639516+00:00", "ended_at": "2026-05-04T08:29:46.221462+00:00", "prompt_metrics": {"chars": 6001, "bytes_utf8": 6001, "lines": 181, "estimated_tokens": 1723}, "response_metrics": {"chars": 522, "bytes_utf8": 522, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 21811, "cached_input_tokens": 19840, "output_tokens": 163}, "stderr_preview": "2026-05-04T08:29:32.854240Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:35.749084Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"lug_boot\\\", target_col=\\\"class\\\", target_value='unacc', min_support=4, and top_k=18. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e0d469aa20c50a6151577bde8ecb1a273d09f1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_050bb8c9612638aa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_050bb8c9612638aa", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 19840, + "output_tokens": 163, + "total_tokens": 21974, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 147, + "estimated_total_tokens": 1870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13582.43, + "sql_execution_elapsed_ms_total": 1.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_050bb8c9612638aa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c156ae9437c20edbdbf16f93dee65ab2c0ac3cb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5757, "bytes_utf8": 5757, "lines": 180, "estimated_tokens": 1647}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 21735, "cached_input_tokens": 20864, "output_tokens": 119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..41532af956867e6c2d0e4e6bdade45dd730aa84c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_057b69b852f8f263", + "api_calls": 0, + "input_tokens": 21735, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1647, + "estimated_output_tokens": 90, + "estimated_total_tokens": 1737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10932.35, + "sql_execution_elapsed_ms_total": 2.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_057b69b852f8f263\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c853b2c7822269d6fba9f4ad9ad84a95991dd218 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:27:13.922000+00:00", + "ended_at": "2026-05-04T08:27:24.857024+00:00", + "elapsed_ms": 10932.35, + "prompt_metrics": { + "chars": 5757, + "bytes_utf8": 5757, + "lines": 180, + "estimated_tokens": 1647 + }, + "stdout_metrics": { + "chars": 672, + "bytes_utf8": 672, + "lines": 4, + "estimated_tokens": 199 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13195 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 339, + "bytes_utf8": 339, + "lines": 1, + "estimated_tokens": 90 + }, + "usage": { + "input_tokens": 21735, + "cached_input_tokens": 20864, + "output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5fc9fe92657cc0c9b041994ea8c7252b1082f9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=class.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "doors", + "group_col_2": "class", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5efbd7ce406170f3a8a3d10135c09acd1f7b082e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-3f0f-7f31-b112-848f7cfcb716"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Uses the provided Two-Dimensional Top-k Count template with group_col=\\\"doors\\\" and group_col_2=\\\"class\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21735,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00ec5aff90d9b57a767688d39cb1536ad9f9dc19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"class\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"class\"\nORDER BY support DESC\nLIMIT 12;","notes":"Uses the provided Two-Dimensional Top-k Count template with group_col=\"doors\" and group_col_2=\"class\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92577b4ca9300d5963200524a0f4b111f8f5b678 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:14.131293Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:16.746335Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:24.043296Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..12d3ae780ceaa73458a305599cbaedbe046078a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=class. +Result preview: [{"doors": "2", "class": "unacc", "support": 326}, {"doors": "3", "class": "unacc", "support": 300}, {"doors": "4", "class": "unacc", "support": 292}, {"doors": "5more", "class": "unacc", "support": 292}, {"doors": "4", "class": "acc", "support": 102}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..731026d9780738b9a294f20e7d0849e47a5bdb04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_057b69b852f8f263 +-- problem_id: v2p_c2_8f60f5830bdddf24 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "class", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "class" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9a29aa48f136d2db8af43e9394020e0c039f2a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"class\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"class\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"doors\", \"class\", \"support\"], \"rows\": [{\"doors\": \"2\", \"class\": \"unacc\", \"support\": 326}, {\"doors\": \"3\", \"class\": \"unacc\", \"support\": 300}, {\"doors\": \"4\", \"class\": \"unacc\", \"support\": 292}, {\"doors\": \"5more\", \"class\": \"unacc\", \"support\": 292}, {\"doors\": \"4\", \"class\": \"acc\", \"support\": 102}, {\"doors\": \"5more\", \"class\": \"acc\", \"support\": 102}, {\"doors\": \"3\", \"class\": \"acc\", \"support\": 99}, {\"doors\": \"2\", \"class\": \"acc\", \"support\": 81}, {\"doors\": \"4\", \"class\": \"vgood\", \"support\": 20}, {\"doors\": \"5more\", \"class\": \"vgood\", \"support\": 20}, {\"doors\": \"3\", \"class\": \"good\", \"support\": 18}, {\"doors\": \"4\", \"class\": \"good\", \"support\": 18}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d3e10648235da43a5c479ae1cfb60aa58a67bc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:27:13.922000+00:00", + "ended_at": "2026-05-04T08:27:24.887448+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_057b69b852f8f263", + "problem_id": "v2p_c2_8f60f5830bdddf24", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=class.", + "bindings": { + "group_col": "doors", + "group_col_2": "class", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_057b69b852f8f263.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_057b69b852f8f263", + "api_calls": 0, + "input_tokens": 21735, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1647, + "estimated_output_tokens": 90, + "estimated_total_tokens": 1737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10932.35, + "sql_execution_elapsed_ms_total": 2.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_057b69b852f8f263\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b890b5c6cf1b956308d1f0e6870911d1bab0b532 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_057b69b852f8f263/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:24.876095+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10932.35, "started_at": "2026-05-04T08:27:13.922000+00:00", "ended_at": "2026-05-04T08:27:24.857024+00:00", "prompt_metrics": {"chars": 5757, "bytes_utf8": 5757, "lines": 180, "estimated_tokens": 1647}, "response_metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 21735, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:27:14.131293Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:16.746335Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "acc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecebbf68a8fdcf7be877bbe054519fba0f3dded6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-0768-7242-930b-cb24f49a9243"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"class\\\" and condition_col=\\\"class\\\". This measures, within each class group, the proportion of rows whose class is 'acc'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21758,"cached_input_tokens":20864,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..169547d63c45a371ca9a65d5c81f68413aae1321 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"class\" and condition_col=\"class\". This measures, within each class group, the proportion of rows whose class is 'acc'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8680ec05c8cb8b2a4928542ad3445751ef41ce3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:21.150471Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:23.464870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:30.879348Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..119af7abd8f34ffc57d55910dbc56ca756004f7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "acc", "condition_rate": 1.0}, {"class": "vgood", "condition_rate": 0.0}, {"class": "unacc", "condition_rate": 0.0}, {"class": "good", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3619e69c9c1a61315d50b0c94065ff69f07492b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_0600353784cdff0b +-- problem_id: v2p_c2_ef5f29ad2a0e4075 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f84dfd4ba2a98ddb835dce428957102f7ea630be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"class\", \"condition_rate\"], \"rows\": [{\"class\": \"acc\", \"condition_rate\": 1.0}, {\"class\": \"vgood\", \"condition_rate\": 0.0}, {\"class\": \"unacc\", \"condition_rate\": 0.0}, {\"class\": \"good\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d69faed024837e1d52ac2da77a9d2fbff8f6c913 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:19:20.910445+00:00", + "ended_at": "2026-05-04T08:19:31.998026+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0600353784cdff0b", + "problem_id": "v2p_c2_ef5f29ad2a0e4075", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "acc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_0600353784cdff0b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0600353784cdff0b", + "api_calls": 0, + "input_tokens": 21758, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 21881, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1668, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1773, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11058.0, + "sql_execution_elapsed_ms_total": 1.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_0600353784cdff0b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..293dd4f3dbd7c17def9411229b63d4cfcd901d12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0600353784cdff0b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:31.989207+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11058.0, "started_at": "2026-05-04T08:19:20.912600+00:00", "ended_at": "2026-05-04T08:19:31.970058+00:00", "prompt_metrics": {"chars": 5905, "bytes_utf8": 5905, "lines": 183, "estimated_tokens": 1668}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21758, "cached_input_tokens": 20864, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:19:21.150471Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:23.464870Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "lug_boot", + "entity_col": "lug_boot", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2fa3fc2bcdfa2957ec619a025a15f32c980ada1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-64f4-7b32-a87a-29b509b57c67"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"lug_boot\\\", COUNT(DISTINCT \\\"lug_boot\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template and bindings exactly as specified: group_col=\\\"lug_boot\\\", entity_col=\\\"lug_boot\\\", top_k=13. Because the grouped column and distinct-count column are the same, each group will have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21722,"cached_input_tokens":20864,"output_tokens":182}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97378e179d53f34f160fefbd61ccadb4f510da49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"lug_boot\", COUNT(DISTINCT \"lug_boot\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Used the provided template and bindings exactly as specified: group_col=\"lug_boot\", entity_col=\"lug_boot\", top_k=13. Because the grouped column and distinct-count column are the same, each group will have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47bb2044d8ae4edfc9fe344be3f51486fb09daf7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:24.732395Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:27.068784Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:39.739553Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2192fc4d93127790ab31fcc4eca183aabff923b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "small", "distinct_entities": 1}, {"lug_boot": "med", "distinct_entities": 1}, {"lug_boot": "big", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f65c1062bf73c65ad9c1ba8346502cade96a232 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_068dab2f2e32f206 +-- problem_id: v2p_c2_bcb51d26b5b52d73 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(DISTINCT "lug_boot") AS distinct_entities +FROM "c2" +GROUP BY "lug_boot" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a9aab7538279e33691e3ff0c0ea765f51de1451 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"lug_boot\", COUNT(DISTINCT \"lug_boot\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"lug_boot\\\", COUNT(DISTINCT \\\"lug_boot\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"lug_boot\", \"distinct_entities\"], \"rows\": [{\"lug_boot\": \"small\", \"distinct_entities\": 1}, {\"lug_boot\": \"med\", \"distinct_entities\": 1}, {\"lug_boot\": \"big\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..79f3727f37b06771252382fecc165927a9ca2906 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:39:24.540053+00:00", + "ended_at": "2026-05-04T08:39:40.554360+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_068dab2f2e32f206", + "problem_id": "v2p_c2_bcb51d26b5b52d73", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "entity_col": "lug_boot", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=123" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_068dab2f2e32f206.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_068dab2f2e32f206", + "api_calls": 0, + "input_tokens": 21722, + "cached_input_tokens": 20864, + "output_tokens": 182, + "total_tokens": 21904, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1634, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1743, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15985.67, + "sql_execution_elapsed_ms_total": 1.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_068dab2f2e32f206\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a91bed5095efe17513cdc9190ecfe91d590e113 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_068dab2f2e32f206/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:40.543733+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15985.67, "started_at": "2026-05-04T08:39:24.542057+00:00", "ended_at": "2026-05-04T08:39:40.525931+00:00", "prompt_metrics": {"chars": 5780, "bytes_utf8": 5780, "lines": 180, "estimated_tokens": 1634}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21722, "cached_input_tokens": 20864, "output_tokens": 182}, "stderr_preview": "2026-05-04T08:39:24.732395Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:27.068784Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=maint, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "acc", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cfe491fe5d91543f169065c0aa805c866706105 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-08ae-7671-9d1a-c2043d8e91f2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='acc', min_support=5, and top_k=10. Query is SQLite-compatible and limited to the single table/allowed columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":19840,"output_tokens":159}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33c2e459fa2a52c293e67230ba09eec035c62ae1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"maint\", target_col=\"class\", target_value='acc', min_support=5, and top_k=10. Query is SQLite-compatible and limited to the single table/allowed columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0664dc1cdfda8290f9382f6134b26f4046e84c3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:05.804160Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:08.241901Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:15.887131Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8adbf517ee36783e8a983c319e190cca5411033 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=maint, target_col=class. +Result preview: [{"maint": "med", "support": 432, "focus_rate": 0.2662037037037037}, {"maint": "high", "support": 432, "focus_rate": 0.24305555555555555}, {"maint": "low", "support": 432, "focus_rate": 0.21296296296296297}, {"maint": "vhigh", "support": 432, "focus_rate": 0.16666666666666666}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..945951343147f95381c2005b560f542c5e722fb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_06a19f9d880447a9 +-- problem_id: v2p_c2_aeb4931266300854 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9013df3e11358cbe22c704fe140f2eff0dc07ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"maint\", \"support\", \"focus_rate\"], \"rows\": [{\"maint\": \"med\", \"support\": 432, \"focus_rate\": 0.2662037037037037}, {\"maint\": \"high\", \"support\": 432, \"focus_rate\": 0.24305555555555555}, {\"maint\": \"low\", \"support\": 432, \"focus_rate\": 0.21296296296296297}, {\"maint\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.16666666666666666}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..99ee64cd9f74563184c36b56e84ace3e6fb94ffb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:28:05.510544+00:00", + "ended_at": "2026-05-04T08:28:16.879702+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_06a19f9d880447a9", + "problem_id": "v2p_c2_aeb4931266300854", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=maint, target_col=class.", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "acc", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_06a19f9d880447a9.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_06a19f9d880447a9", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 21967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 143, + "estimated_total_tokens": 1863, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11332.17, + "sql_execution_elapsed_ms_total": 1.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_06a19f9d880447a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fdefc8e9741edf5054156bbe3b28a28fe7cdfc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:16.867488+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11332.17, "started_at": "2026-05-04T08:28:05.513374+00:00", "ended_at": "2026-05-04T08:28:16.845537+00:00", "prompt_metrics": {"chars": 5991, "bytes_utf8": 5991, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 519, "bytes_utf8": 519, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 21808, "cached_input_tokens": 19840, "output_tokens": 159}, "stderr_preview": "2026-05-04T08:28:05.804160Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:08.241901Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='acc', min_support=5, and top_k=10. Query is SQLite-compatible and limited to the single table/allowed columns.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e0a48a6a3fbb994920ae6d8429b6f9d4a39ebb6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_06a19f9d880447a9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_06a19f9d880447a9", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 21967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 143, + "estimated_total_tokens": 1863, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11332.17, + "sql_execution_elapsed_ms_total": 1.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_06a19f9d880447a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2725efb57ac275750c06289042d1962c9435f1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 181, "estimated_tokens": 1723}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 21811, "cached_input_tokens": 20864, "output_tokens": 150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b7ccf2abce678c560e0f5c0de3226a7f26bf39ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_086fe3c25c36bc81", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 150, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11786.41, + "sql_execution_elapsed_ms_total": 1.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_086fe3c25c36bc81\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb5a3d33740d71c9cf157a79eec9befa4d8db89c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:30:34.852960+00:00", + "ended_at": "2026-05-04T08:30:46.639010+00:00", + "elapsed_ms": 11786.41, + "prompt_metrics": { + "chars": 5995, + "bytes_utf8": 5995, + "lines": 181, + "estimated_tokens": 1723 + }, + "stdout_metrics": { + "chars": 780, + "bytes_utf8": 780, + "lines": 4, + "estimated_tokens": 244 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13180 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 451, + "bytes_utf8": 451, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc34aa3d2ed944d84dae9b667ac63e2191440a7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,181 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=buying, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "vgood", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9379bd219550835e9a38bf0f2fc567be238d5628 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-4fe6-76e1-aa3b-97a3fa148571"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the requested Tail Target-Rate Extremes template with group_col=\\\"buying\\\", target_col=\\\"class\\\", target_value='vgood', min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":20864,"output_tokens":150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b753d743eeae68141d6fc32a6e27af1e4e8b8e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Uses the requested Tail Target-Rate Extremes template with group_col=\"buying\", target_col=\"class\", target_value='vgood', min_support=5, and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c33055df45495eb849a779f1c349fe181c39627e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:35.096793Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:37.526883Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:45.895668Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b745c7f05dec1f8d33ef355f567c03180f2ee253 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=buying, target_col=class. +Result preview: [{"buying": "low", "support": 432, "focus_rate": 0.09027777777777778}, {"buying": "med", "support": 432, "focus_rate": 0.06018518518518518}, {"buying": "high", "support": 432, "focus_rate": 0.0}, {"buying": "vhigh", "support": 432, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8701fd1a37f5f769b3b629f56a237735f58b7d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_086fe3c25c36bc81 +-- problem_id: v2p_c2_4a18c0e1a912fe39 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80c76ed4951213e3e6e7ff8286ef23323a11ef41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"buying\", \"support\", \"focus_rate\"], \"rows\": [{\"buying\": \"low\", \"support\": 432, \"focus_rate\": 0.09027777777777778}, {\"buying\": \"med\", \"support\": 432, \"focus_rate\": 0.06018518518518518}, {\"buying\": \"high\", \"support\": 432, \"focus_rate\": 0.0}, {\"buying\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a4702bec1055392c1478b87158762d36952d0077 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:30:34.848102+00:00", + "ended_at": "2026-05-04T08:30:46.675467+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_086fe3c25c36bc81", + "problem_id": "v2p_c2_4a18c0e1a912fe39", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=buying, target_col=class.", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "vgood", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_086fe3c25c36bc81.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_086fe3c25c36bc81", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 150, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11786.41, + "sql_execution_elapsed_ms_total": 1.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_086fe3c25c36bc81\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62de884ad68e852c265336e719f9f3b5a1b83f66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:46.665655+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11786.41, "started_at": "2026-05-04T08:30:34.852960+00:00", "ended_at": "2026-05-04T08:30:46.639010+00:00", "prompt_metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 181, "estimated_tokens": 1723}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 21811, "cached_input_tokens": 20864, "output_tokens": 150}, "stderr_preview": "2026-05-04T08:30:35.096793Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:37.526883Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Uses the requested Tail Target-Rate Extremes template with group_col=\\\"buying\\\", target_col=\\\"class\\\", target_value='vgood', min_support=5, and top_k=11.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..146ca905a8ef157c0353a3883960b1f008a74aa6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_086fe3c25c36bc81/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_086fe3c25c36bc81", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 150, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11786.41, + "sql_execution_elapsed_ms_total": 1.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_086fe3c25c36bc81\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cb673ee83aacd54095b7c55780a2df4cc800344 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": 1657}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21745, "cached_input_tokens": 19840, "output_tokens": 115}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5d0333d58c46c09182afc4e25e32d76e1041859 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0921a250802b6ece", + "api_calls": 0, + "input_tokens": 21745, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 21860, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1657, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1756, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10683.72, + "sql_execution_elapsed_ms_total": 0.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_0921a250802b6ece\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13992ef7bdc1276a0c36d70b058b058bec949678 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:21:22.857122+00:00", + "ended_at": "2026-05-04T08:21:33.539801+00:00", + "elapsed_ms": 10683.72, + "prompt_metrics": { + "chars": 5846, + "bytes_utf8": 5846, + "lines": 182, + "estimated_tokens": 1657 + }, + "stdout_metrics": { + "chars": 707, + "bytes_utf8": 707, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13230 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 381, + "bytes_utf8": 381, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 21745, + "cached_input_tokens": 19840, + "output_tokens": 115 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa515f8253770bf640b7103448be971587af9633 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "low", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3afa5b74803e8b5093a8969765fcacf1d7eb0b60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-e3b4-7f71-8521-01e5b8e63adf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'low'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"buying\\\" and predicate buying = 'low' on the single table \\\"c2\\\" using SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21745,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e402352a9dc500296f4f991f0731f1a02cd2b4b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"buying\" = 'low'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 14;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"buying\" and predicate buying = 'low' on the single table \"c2\" using SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4c9a5eab9c7590f0ae7253842cfa6c9588cd566 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:23.066092Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:25.423751Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:32.566572Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..399b5585f24cf9616843f19a01e5ec5396d65680 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=buying. +Result preview: [{"buying": "low", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..54c51cf1c35dc60e70668074364ef217309726ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_0921a250802b6ece +-- problem_id: v2p_c2_1ad240f3eefdcfe4 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "buying" = 'low' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5856d82611b36670da3a0a10582dcd03a43c9d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"buying\" = 'low'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'low'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"buying\", \"support\"], \"rows\": [{\"buying\": \"low\", \"support\": 432}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..37572a2fcc28c07d914973b92f9ce1412c703ed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:21:22.854990+00:00", + "ended_at": "2026-05-04T08:21:33.569032+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0921a250802b6ece", + "problem_id": "v2p_c2_1ad240f3eefdcfe4", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "low", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_0921a250802b6ece.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0921a250802b6ece", + "api_calls": 0, + "input_tokens": 21745, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 21860, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1657, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1756, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10683.72, + "sql_execution_elapsed_ms_total": 0.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_0921a250802b6ece\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d288920ddf107b74256b27fbdfebb54448ef14e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0921a250802b6ece/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:33.556861+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10683.72, "started_at": "2026-05-04T08:21:22.857122+00:00", "ended_at": "2026-05-04T08:21:33.539801+00:00", "prompt_metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": 1657}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21745, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T08:21:23.066092Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:25.423751Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=doors, condition_col=doors.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "3", + "positive_value": "2", + "negative_value": "3", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac34922266db2b68191af457d25098f792a5fd6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-3809-7263-bf97-ab3c0188f88d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '3' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"doors\\\" and condition_col=\\\"doors\\\" using condition_value='3'. This measures, for each doors category, the rate that the same category equals '3'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21756,"cached_input_tokens":19840,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03886356b93931beb8ef3ec55e77968e88504885 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '3' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"doors\" and condition_col=\"doors\" using condition_value='3'. This measures, for each doors category, the rate that the same category equals '3'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..714606505701f1fe39c7f3f352ac811d92beaaaa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:39.122434Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:41.430325Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:55.089923Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..19142300d506908ba3452a1c4212bfb565615602 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=doors, condition_col=doors. +Result preview: [{"doors": "3", "condition_rate": 1.0}, {"doors": "5more", "condition_rate": 0.0}, {"doors": "4", "condition_rate": 0.0}, {"doors": "2", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6cde539cd309d257961fd05cbc0014ae5d67421 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_0a10680a8ec61087 +-- problem_id: v2p_c2_be9c2d07c0b8fc73 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '3' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..125b41d323a42a1816afa29e76c81205baf1b965 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '3' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '3' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"doors\", \"condition_rate\"], \"rows\": [{\"doors\": \"3\", \"condition_rate\": 1.0}, {\"doors\": \"5more\", \"condition_rate\": 0.0}, {\"doors\": \"4\", \"condition_rate\": 0.0}, {\"doors\": \"2\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c7cd5ca4def5cd55fa3c48ec55e475ded3ce7c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:20:38.912191+00:00", + "ended_at": "2026-05-04T08:20:55.754610+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0a10680a8ec61087", + "problem_id": "v2p_c2_be9c2d07c0b8fc73", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=doors, condition_col=doors.", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "3", + "positive_value": "2", + "negative_value": "3", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_0a10680a8ec61087.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0a10680a8ec61087", + "api_calls": 0, + "input_tokens": 21756, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 21882, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1666, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16814.63, + "sql_execution_elapsed_ms_total": 1.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_0a10680a8ec61087\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a817d3580cf7d9beb5210fab0cebf7332ad434b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a10680a8ec61087/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:55.746307+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16814.63, "started_at": "2026-05-04T08:20:38.914505+00:00", "ended_at": "2026-05-04T08:20:55.729216+00:00", "prompt_metrics": {"chars": 5901, "bytes_utf8": 5901, "lines": 183, "estimated_tokens": 1666}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21756, "cached_input_tokens": 19840, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:20:39.122434Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:41.430325Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=persons.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "buying", + "group_col_2": "persons", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdc9f2219e1c81e6befaba524940aedc8593061a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-89a3-7313-815f-6ff35532534c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"persons\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '4'\\nGROUP BY \\\"buying\\\", \\\"persons\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Filtered Two-Dimensional Group Count template with group_col=\\\"buying\\\", group_col_2=\\\"persons\\\", and predicate \\\"doors\\\" = '4'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21788,"cached_input_tokens":19840,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af29330f9c741f0a77627b3938aa7512dd15f98a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"persons\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"doors\" = '4'\nGROUP BY \"buying\", \"persons\"\nORDER BY row_count DESC;","notes":"Applied the provided Filtered Two-Dimensional Group Count template with group_col=\"buying\", group_col_2=\"persons\", and predicate \"doors\" = '4'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7fc9e9a78fc96f497fa4387b0bf4ea27307db82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:59.108518Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:01.504526Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:10.806426Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c6636dd1197e0e8234b0db732ba13309a6c09e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=persons. +Result preview: [{"buying": "high", "persons": "2", "row_count": 36}, {"buying": "high", "persons": "4", "row_count": 36}, {"buying": "high", "persons": "more", "row_count": 36}, {"buying": "low", "persons": "2", "row_count": 36}, {"buying": "low", "persons": "4", "row_count": 36}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ab7a594bd7da4ceac9f31cfd911282b370665fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_0a7036a60d37006f +-- problem_id: v2p_c2_333595fdbff5e4a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "persons", COUNT(*) AS row_count +FROM "c2" +WHERE "doors" = '4' +GROUP BY "buying", "persons" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..072b4e2ebbe6e82dbe1446adc28c29b2f28b2287 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"persons\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"doors\" = '4'\nGROUP BY \"buying\", \"persons\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"persons\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '4'\\nGROUP BY \\\"buying\\\", \\\"persons\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"buying\", \"persons\", \"row_count\"], \"rows\": [{\"buying\": \"high\", \"persons\": \"2\", \"row_count\": 36}, {\"buying\": \"high\", \"persons\": \"4\", \"row_count\": 36}, {\"buying\": \"high\", \"persons\": \"more\", \"row_count\": 36}, {\"buying\": \"low\", \"persons\": \"2\", \"row_count\": 36}, {\"buying\": \"low\", \"persons\": \"4\", \"row_count\": 36}, {\"buying\": \"low\", \"persons\": \"more\", \"row_count\": 36}, {\"buying\": \"med\", \"persons\": \"2\", \"row_count\": 36}, {\"buying\": \"med\", \"persons\": \"4\", \"row_count\": 36}, {\"buying\": \"med\", \"persons\": \"more\", \"row_count\": 36}, {\"buying\": \"vhigh\", \"persons\": \"2\", \"row_count\": 36}, {\"buying\": \"vhigh\", \"persons\": \"4\", \"row_count\": 36}, {\"buying\": \"vhigh\", \"persons\": \"more\", \"row_count\": 36}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ee6f5e09f7c39622f76d098c8bd543ab126ca83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:08:58.886217+00:00", + "ended_at": "2026-05-04T08:09:11.815049+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0a7036a60d37006f", + "problem_id": "v2p_c2_333595fdbff5e4a7", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=persons.", + "bindings": { + "group_col": "buying", + "group_col_2": "persons", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_0a7036a60d37006f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0a7036a60d37006f", + "api_calls": 0, + "input_tokens": 21788, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 21914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1698, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12902.59, + "sql_execution_elapsed_ms_total": 1.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_0a7036a60d37006f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54ea15288604c5ab5e1c94c8f22dbafe911cf276 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0a7036a60d37006f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:11.804984+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12902.59, "started_at": "2026-05-04T08:08:58.889070+00:00", "ended_at": "2026-05-04T08:09:11.790437+00:00", "prompt_metrics": {"chars": 5966, "bytes_utf8": 5966, "lines": 184, "estimated_tokens": 1698}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21788, "cached_input_tokens": 19840, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:08:59.108518Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:01.504526Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, condition_col=maint.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60a52e21c701eddfab32dc65b73fdd33e1a1e907 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-bfd5-7941-87dc-eeba6c88088b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"maint\\\" and condition_col=\\\"maint\\\". Since the grouping column and condition column are the same, the result is a within-group indicator rate: the \\\"low\\\" group will have rate 1.0 and all other maint groups 0.0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21757,"cached_input_tokens":20864,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dae5877c0e4659163c75d39eae80349bbfec82b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"maint\" and condition_col=\"maint\". Since the grouping column and condition column are the same, the result is a within-group indicator rate: the \"low\" group will have rate 1.0 and all other maint groups 0.0."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..852c0bbd87919b600a417e7b3827a1de338f5e0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:08.334916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:10.705706Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:24.948611Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bc9f37e6cd625886fd7d686145cd260a7718bef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, condition_col=maint. +Result preview: [{"maint": "low", "condition_rate": 1.0}, {"maint": "vhigh", "condition_rate": 0.0}, {"maint": "med", "condition_rate": 0.0}, {"maint": "high", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e373d1541aad5314cbe27ad05d30728198399145 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_0b48bb0e22fdde0d +-- problem_id: v2p_c2_ea3caa719a412092 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8daa349f68f2bfac593caaf95523d0c71aa4bab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"maint\", \"condition_rate\"], \"rows\": [{\"maint\": \"low\", \"condition_rate\": 1.0}, {\"maint\": \"vhigh\", \"condition_rate\": 0.0}, {\"maint\": \"med\", \"condition_rate\": 0.0}, {\"maint\": \"high\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f15b66a1dcb7e6f078494b9d464e6ad8faa29c63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:20:08.072798+00:00", + "ended_at": "2026-05-04T08:20:26.158603+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0b48bb0e22fdde0d", + "problem_id": "v2p_c2_ea3caa719a412092", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, condition_col=maint.", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_0b48bb0e22fdde0d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0b48bb0e22fdde0d", + "api_calls": 0, + "input_tokens": 21757, + "cached_input_tokens": 20864, + "output_tokens": 144, + "total_tokens": 21901, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1667, + "estimated_output_tokens": 128, + "estimated_total_tokens": 1795, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18056.07, + "sql_execution_elapsed_ms_total": 1.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_0b48bb0e22fdde0d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3e598f5a3dbe2533ffa469356d29c7b3d44ecbe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0b48bb0e22fdde0d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:26.150190+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18056.07, "started_at": "2026-05-04T08:20:08.074809+00:00", "ended_at": "2026-05-04T08:20:26.129898+00:00", "prompt_metrics": {"chars": 5904, "bytes_utf8": 5904, "lines": 183, "estimated_tokens": 1667}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 21757, "cached_input_tokens": 20864, "output_tokens": 144}, "stderr_preview": "2026-05-04T08:20:08.334916Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:10.705706Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "safety", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b0d26b069f09c2565a4e2701a6205ea3ec91cc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-f1d6-7150-9f85-37567f396079"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"safety\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided grouped-count template with group_col bound to \\\"safety\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21671,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94b1e77926572893bf2132be82daf9ecf532046a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"safety\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY row_count DESC;","notes":"Used the provided grouped-count template with group_col bound to \"safety\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b11ddbdef618c4e5d811c561345ac55f5a7223d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:43.291372Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:45.920949Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:55.890395Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..667bc2faa4d8a03232debe2b70f0c4068b485856 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=safety. +Result preview: [{"safety": "med", "row_count": 576}, {"safety": "low", "row_count": 576}, {"safety": "high", "row_count": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9382a483f2b4b2bf04892f50be5b2e4b6703f7a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_0f708fe568f112c6 +-- problem_id: v2p_c2_fc3ef54117e4a027 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(*) AS row_count +FROM "c2" +GROUP BY "safety" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8ee4a070ad4b10a3188925ffdfc06d31c1ddc87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"safety\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"safety\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"safety\", \"row_count\"], \"rows\": [{\"safety\": \"med\", \"row_count\": 576}, {\"safety\": \"low\", \"row_count\": 576}, {\"safety\": \"high\", \"row_count\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15d10ef80653c18c91d4ee290cbbc2a1ef83fd3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:24:43.079913+00:00", + "ended_at": "2026-05-04T08:24:56.575152+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_0f708fe568f112c6", + "problem_id": "v2p_c2_fc3ef54117e4a027", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_0f708fe568f112c6.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_0f708fe568f112c6", + "api_calls": 0, + "input_tokens": 21671, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 21783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1581, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1652, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13465.46, + "sql_execution_elapsed_ms_total": 1.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_0f708fe568f112c6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..438406df73415a14a39258575dc04e9fd883da13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_0f708fe568f112c6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:56.563111+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13465.46, "started_at": "2026-05-04T08:24:43.082426+00:00", "ended_at": "2026-05-04T08:24:56.548082+00:00", "prompt_metrics": {"chars": 5571, "bytes_utf8": 5571, "lines": 178, "estimated_tokens": 1581}, "response_metrics": {"chars": 268, "bytes_utf8": 268, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21671, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:24:43.291372Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:45.920949Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "safety", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b01f2495661b69d2cc75060454cff22d3577a16a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-b6f3-7832-adaf-e5a6abaa69cf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"safety\\\" and predicate_col=\\\"safety\\\", preserving the provided predicate and limit in SQLite-compatible SQL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21742,"cached_input_tokens":19840,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc03fbdf1c0769bd50314432db38cf9693ca6991 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"safety\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"safety\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required Filtered Top-k Group Count template with bound roles group_col=\"safety\" and predicate_col=\"safety\", preserving the provided predicate and limit in SQLite-compatible SQL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16f50550fa79025d1ced3491623e35773bcdef58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:22.680960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:25.122774Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:32.681224Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf123609ae14cd0ee40361d4dd3b0450f5a6b4c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=safety. +Result preview: [{"safety": "high", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7560768869d2cdec12e1a7cf67e9ba2f6814d930 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_11ba807321df8d65 +-- problem_id: v2p_c2_289fbeb2f7ec8f58 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(*) AS support +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "safety" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81b36e0fbf17b94a55a0ddf0e87276f3d33c1fce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"safety\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"safety\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"safety\", \"support\"], \"rows\": [{\"safety\": \"high\", \"support\": 576}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..348f62fca13b8f82913afb5759ec0a4283b066b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:23:22.452241+00:00", + "ended_at": "2026-05-04T08:23:33.541578+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_11ba807321df8d65", + "problem_id": "v2p_c2_289fbeb2f7ec8f58", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_11ba807321df8d65.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_11ba807321df8d65", + "api_calls": 0, + "input_tokens": 21742, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 21868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1654, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11059.28, + "sql_execution_elapsed_ms_total": 0.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_11ba807321df8d65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84ae6dcdf85f888a6b5054f227ea3f5a2751b8dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_11ba807321df8d65/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:33.533142+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11059.28, "started_at": "2026-05-04T08:23:22.454296+00:00", "ended_at": "2026-05-04T08:23:33.513359+00:00", "prompt_metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": 1654}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21742, "cached_input_tokens": 19840, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:23:22.680960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:25.122774Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=persons.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "persons", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aeada07b1ca265efc6d9c95ea477f9c973e52f08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-45dd-7f63-8074-d062c08926f8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY support ASC, \\\"persons\\\"\\nLIMIT 11;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"persons\\\" and top_k set to 11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21703,"cached_input_tokens":20864,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47eeb8b9f52c75075c339241fab481eed73fe496 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY support ASC, \"persons\"\nLIMIT 11;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"persons\" and top_k set to 11."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6784eb8e2b9f9a717c0a48a8f419bbd25639548c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:49.072253Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:51.464086Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:59.110555Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..22f8e27e7b64cbce2490216eb146b05d331dc6ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=persons. +Result preview: [{"persons": "2", "support": 576}, {"persons": "4", "support": 576}, {"persons": "more", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d0a297918e804022d3dde9c77503dfbf9673267 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_1544f0f9fad955cb +-- problem_id: v2p_c2_3052e95707474ea8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "persons" +ORDER BY support ASC, "persons" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5c7f6f804cad4ec8edac7c7b8ac7e5b9d1fdc50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY support ASC, \"persons\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY support ASC, \\\"persons\\\"\\nLIMIT 11;\", \"columns\": [\"persons\", \"support\"], \"rows\": [{\"persons\": \"2\", \"support\": 576}, {\"persons\": \"4\", \"support\": 576}, {\"persons\": \"more\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..53ff1ae371b068d73dfe0c6c8fc092c17a03293d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:33:48.865729+00:00", + "ended_at": "2026-05-04T08:33:59.814545+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1544f0f9fad955cb", + "problem_id": "v2p_c2_3052e95707474ea8", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_1544f0f9fad955cb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1544f0f9fad955cb", + "api_calls": 0, + "input_tokens": 21703, + "cached_input_tokens": 20864, + "output_tokens": 127, + "total_tokens": 21830, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1698, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10921.62, + "sql_execution_elapsed_ms_total": 1.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1544f0f9fad955cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84837881bfb7d18f5239758280289233004eb671 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1544f0f9fad955cb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:59.806726+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10921.62, "started_at": "2026-05-04T08:33:48.867779+00:00", "ended_at": "2026-05-04T08:33:59.789544+00:00", "prompt_metrics": {"chars": 5653, "bytes_utf8": 5653, "lines": 178, "estimated_tokens": 1615}, "response_metrics": {"chars": 313, "bytes_utf8": 313, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21703, "cached_input_tokens": 20864, "output_tokens": 127}, "stderr_preview": "2026-05-04T08:33:49.072253Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:51.464086Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "buying", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd49d3f10c0c16b94ac6a3e17b0fb14d7ae38b80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-3255-7fc1-a090-23967e1a60ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY support ASC, \\\"buying\\\"\\nLIMIT 13;\",\"notes\":\"Used the planned Low-Support Group Count template with group_col bound to \\\"buying\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21708,"cached_input_tokens":20864,"output_tokens":104}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..635d0cd46135845ee75856908fe64fe6f1136910 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"buying\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY support ASC, \"buying\"\nLIMIT 13;","notes":"Used the planned Low-Support Group Count template with group_col bound to \"buying\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81a00c940312b4bbf6c2036c2553f675d7b89a91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:38.530554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:40.918136Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:47.723906Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2011daa83bdda0d4e70e5beaa605e5085e7a2ab4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying. +Result preview: [{"buying": "high", "support": 432}, {"buying": "low", "support": 432}, {"buying": "med", "support": 432}, {"buying": "vhigh", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e6a942e932ca6d84ac4e4fac8f6a29cbaa15739 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_164372c53c26a19c +-- problem_id: v2p_c2_9709bb3a1e305ec6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying" +ORDER BY support ASC, "buying" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1aa5367c12f1f65ed728723238303cc698bc3bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"buying\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY support ASC, \"buying\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY support ASC, \\\"buying\\\"\\nLIMIT 13;\", \"columns\": [\"buying\", \"support\"], \"rows\": [{\"buying\": \"high\", \"support\": 432}, {\"buying\": \"low\", \"support\": 432}, {\"buying\": \"med\", \"support\": 432}, {\"buying\": \"vhigh\", \"support\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0ee51ff9c8c81a78eb606c064c7f795c09be877 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:32:38.357125+00:00", + "ended_at": "2026-05-04T08:32:48.834148+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_164372c53c26a19c", + "problem_id": "v2p_c2_9709bb3a1e305ec6", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_164372c53c26a19c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_164372c53c26a19c", + "api_calls": 0, + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 104, + "total_tokens": 21812, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1620, + "estimated_output_tokens": 88, + "estimated_total_tokens": 1708, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10437.52, + "sql_execution_elapsed_ms_total": 2.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_164372c53c26a19c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35d5f0c17f940387bda75a26cdd9210bf5a3d6e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_164372c53c26a19c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:48.821242+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10437.52, "started_at": "2026-05-04T08:32:38.359319+00:00", "ended_at": "2026-05-04T08:32:48.796751+00:00", "prompt_metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1620}, "response_metrics": {"chars": 313, "bytes_utf8": 313, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 21708, "cached_input_tokens": 20864, "output_tokens": 104}, "stderr_preview": "2026-05-04T08:32:38.530554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:40.918136Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=doors, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "good", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..96130d2b646232e344951801f4ef83745899a962 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-6152-7961-b27c-e90d6be50d22"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"doors\\\", target_col=\\\"class\\\", target_value='good', min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":19840,"output_tokens":196}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0793b1f3259a2389dc7a78fd18407b7545778068 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"doors\", target_col=\"class\", target_value='good', min_support=5, and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95f8becbe0638638477656255b047d8d55276b4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:28.452228Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:30.831546Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:39.773733Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..02936876bb82791758f20bf7e70acb23b6d5980c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=doors, target_col=class. +Result preview: [{"doors": "3", "support": 432, "focus_rate": 0.041666666666666664}, {"doors": "4", "support": 432, "focus_rate": 0.041666666666666664}, {"doors": "5more", "support": 432, "focus_rate": 0.041666666666666664}, {"doors": "2", "support": 432, "focus_rate": 0.034722222222222224}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfb41c69d577e84745fbc3f0e3f3f554393a7a3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_1853a62a91cb9326 +-- problem_id: v2p_c2_9ebb9a1e51496bcf +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41a3f04fc35ca0d2778c2e0888657a35306f2e83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"doors\", \"support\", \"focus_rate\"], \"rows\": [{\"doors\": \"3\", \"support\": 432, \"focus_rate\": 0.041666666666666664}, {\"doors\": \"4\", \"support\": 432, \"focus_rate\": 0.041666666666666664}, {\"doors\": \"5more\", \"support\": 432, \"focus_rate\": 0.041666666666666664}, {\"doors\": \"2\", \"support\": 432, \"focus_rate\": 0.034722222222222224}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e115051a16f3f53d4b16e6e80afc24386d0bd84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:28:28.240169+00:00", + "ended_at": "2026-05-04T08:28:40.717417+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1853a62a91cb9326", + "problem_id": "v2p_c2_9ebb9a1e51496bcf", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=doors, target_col=class.", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "good", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_1853a62a91cb9326.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1853a62a91cb9326", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 19840, + "output_tokens": 196, + "total_tokens": 22004, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12447.21, + "sql_execution_elapsed_ms_total": 1.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1853a62a91cb9326\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92c021faab89e4c4d17009c2418aa0b3e1e0ba3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:40.708628+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12447.21, "started_at": "2026-05-04T08:28:28.243257+00:00", "ended_at": "2026-05-04T08:28:40.689968+00:00", "prompt_metrics": {"chars": 5994, "bytes_utf8": 5994, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21808, "cached_input_tokens": 19840, "output_tokens": 196}, "stderr_preview": "2026-05-04T08:28:28.452228Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:30.831546Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"doors\\\", target_col=\\\"class\\\", target_value='good', min_support=5, and top_k=11.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75b79c38449bb345f3d9ab0aa3230125483bb1a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1853a62a91cb9326/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1853a62a91cb9326", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 19840, + "output_tokens": 196, + "total_tokens": 22004, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12447.21, + "sql_execution_elapsed_ms_total": 1.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1853a62a91cb9326\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f180b00beaffa1b1e3c4c757a2b5711776860f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5949, "bytes_utf8": 5949, "lines": 183, "estimated_tokens": 1707}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 21797, "cached_input_tokens": 19840, "output_tokens": 146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3761692bb127d714bb8894902aa7e5dca4c2fa1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_18eb5d7861a8ab96", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 21943, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 130, + "estimated_total_tokens": 1837, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11040.85, + "sql_execution_elapsed_ms_total": 2.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_18eb5d7861a8ab96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe7364547cfb8ca5f387451e92aaabde317999c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:15:00.371853+00:00", + "ended_at": "2026-05-04T08:15:11.412803+00:00", + "elapsed_ms": 11040.85, + "prompt_metrics": { + "chars": 5949, + "bytes_utf8": 5949, + "lines": 183, + "estimated_tokens": 1707 + }, + "stdout_metrics": { + "chars": 848, + "bytes_utf8": 848, + "lines": 4, + "estimated_tokens": 247 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 503, + "bytes_utf8": 503, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 146 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..164a5e5d4db492e87f17e3cbf584c36a642a8380 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=lug_boot, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e37b040418f5ac80527fe162f25c9ed5fda67e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-0d9f-76e3-93e8-d07135883349"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"maint\\\", group_col_2=\\\"lug_boot\\\", target_col=\\\"class\\\", target_value='acc'. Query is SQLite-compatible, single-table, and quotes identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":19840,"output_tokens":146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b07f6b3b2a11f8d07e3bbe142dff5d9e8388ce3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"maint\", group_col_2=\"lug_boot\", target_col=\"class\", target_value='acc'. Query is SQLite-compatible, single-table, and quotes identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e447adc26f570c14f1b30b463c0a227a8260c7b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:00.561113Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:02.877939Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:10.543642Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f38fdce7a5654fe29b4cda941dd0b2a59638e19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=lug_boot, target_col=class. +Result preview: [{"maint": "high", "lug_boot": "big", "target_rate": 0.2777777777777778}, {"maint": "med", "lug_boot": "big", "target_rate": 0.2777777777777778}, {"maint": "med", "lug_boot": "med", "target_rate": 0.2777777777777778}, {"maint": "high", "lug_boot": "med", "target_rate": 0.2569444444444444}, {"maint": "med", "lug_boot": "small", "target_rate": 0.24305555555555555}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..579e3207ce00b3dc471407dbc215ee9ba3ce3e1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_18eb5d7861a8ab96 +-- problem_id: v2p_c2_b1cd963e2dd9d3de +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "maint", "lug_boot" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b80a088ac4feaeda66dc94ec3e91b23cfaba1b06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"maint\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"maint\": \"high\", \"lug_boot\": \"big\", \"target_rate\": 0.2777777777777778}, {\"maint\": \"med\", \"lug_boot\": \"big\", \"target_rate\": 0.2777777777777778}, {\"maint\": \"med\", \"lug_boot\": \"med\", \"target_rate\": 0.2777777777777778}, {\"maint\": \"high\", \"lug_boot\": \"med\", \"target_rate\": 0.2569444444444444}, {\"maint\": \"med\", \"lug_boot\": \"small\", \"target_rate\": 0.24305555555555555}, {\"maint\": \"low\", \"lug_boot\": \"big\", \"target_rate\": 0.2222222222222222}, {\"maint\": \"low\", \"lug_boot\": \"med\", \"target_rate\": 0.2222222222222222}, {\"maint\": \"vhigh\", \"lug_boot\": \"big\", \"target_rate\": 0.2222222222222222}, {\"maint\": \"high\", \"lug_boot\": \"small\", \"target_rate\": 0.19444444444444445}, {\"maint\": \"low\", \"lug_boot\": \"small\", \"target_rate\": 0.19444444444444445}, {\"maint\": \"vhigh\", \"lug_boot\": \"med\", \"target_rate\": 0.18055555555555555}, {\"maint\": \"vhigh\", \"lug_boot\": \"small\", \"target_rate\": 0.09722222222222222}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6515c284b37a7062b2aac9b1ae98dbcb8668914a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:15:00.370067+00:00", + "ended_at": "2026-05-04T08:15:11.439387+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_18eb5d7861a8ab96", + "problem_id": "v2p_c2_b1cd963e2dd9d3de", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=lug_boot, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_18eb5d7861a8ab96.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_18eb5d7861a8ab96", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 21943, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 130, + "estimated_total_tokens": 1837, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11040.85, + "sql_execution_elapsed_ms_total": 2.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_18eb5d7861a8ab96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fbeb452c08b1f59e95fccb0bbfa69a116879a5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_18eb5d7861a8ab96/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:11.430528+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11040.85, "started_at": "2026-05-04T08:15:00.371853+00:00", "ended_at": "2026-05-04T08:15:11.412803+00:00", "prompt_metrics": {"chars": 5949, "bytes_utf8": 5949, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 21797, "cached_input_tokens": 19840, "output_tokens": 146}, "stderr_preview": "2026-05-04T08:15:00.561113Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:02.877939Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=maint, group_col_2=safety.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5135afb350dfd1f3c378eb4bfc979b70a94e9b9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-0ed7-7222-b68c-47c5e90aab6b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"safety\\\"\\nLIMIT 14;\",\"notes\":\"Uses the requested Pairwise Sparse Slice Count template with group_col=\\\"maint\\\" and group_col_2=\\\"safety\\\" on the single table \\\"c2\\\", returning the 14 lowest-support maint/safety combinations.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":3968,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f764d3816381b282a317027cef7f27c7d8fdc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY support ASC, \"maint\", \"safety\"\nLIMIT 14;","notes":"Uses the requested Pairwise Sparse Slice Count template with group_col=\"maint\" and group_col_2=\"safety\" on the single table \"c2\", returning the 14 lowest-support maint/safety combinations."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33f49a9608ef3f4c9655a71674b45b1939d8a574 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:37:57.133194Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:37:59.546585Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:07.524688Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0e3e21df814a1b5bf3061cfb841315c10ff0553 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=maint, group_col_2=safety. +Result preview: [{"maint": "high", "safety": "high", "support": 144}, {"maint": "high", "safety": "low", "support": 144}, {"maint": "high", "safety": "med", "support": 144}, {"maint": "low", "safety": "high", "support": 144}, {"maint": "low", "safety": "low", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..48dfce37060f7d0b83c8bf1eac04febb000bc34f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_1a1c77bab8d23504 +-- problem_id: v2p_c2_3d5bf320dc6e14f6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY support ASC, "maint", "safety" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6b47a083f616b5060a4dbbf28eec005bdf8048c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY support ASC, \"maint\", \"safety\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"safety\\\"\\nLIMIT 14;\", \"columns\": [\"maint\", \"safety\", \"support\"], \"rows\": [{\"maint\": \"high\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"high\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"high\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"med\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80663f22f2313a5132f05ce3b062b9d17c3e01bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:37:56.935352+00:00", + "ended_at": "2026-05-04T08:38:08.329860+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1a1c77bab8d23504", + "problem_id": "v2p_c2_3d5bf320dc6e14f6", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=maint, group_col_2=safety.", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_1a1c77bab8d23504.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1a1c77bab8d23504", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 3968, + "output_tokens": 143, + "total_tokens": 21916, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11367.33, + "sql_execution_elapsed_ms_total": 1.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1a1c77bab8d23504\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6be158bee7480f85ea6ea1f89e55988a03ed0af4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1a1c77bab8d23504/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:08.320968+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11367.33, "started_at": "2026-05-04T08:37:56.937441+00:00", "ended_at": "2026-05-04T08:38:08.304632+00:00", "prompt_metrics": {"chars": 5823, "bytes_utf8": 5823, "lines": 180, "estimated_tokens": 1685}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21773, "cached_input_tokens": 3968, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:37:57.133194Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:37:59.546585Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying, group_col_2=class.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10feabc7e21e987b735fe0ae81fd2a47306174d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-dbe8-7872-9a69-07915ffc1a5c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"class\\\"\\nLIMIT 10;\",\"notes\":\"Applied the provided Pairwise Sparse Slice Count template with group_col=\\\"buying\\\", group_col_2=\\\"class\\\", and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21774,"cached_input_tokens":20864,"output_tokens":166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a465a131b73ea39773389bdb751a17ac63f362b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY support ASC, \"buying\", \"class\"\nLIMIT 10;","notes":"Applied the provided Pairwise Sparse Slice Count template with group_col=\"buying\", group_col_2=\"class\", and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c641c8c7879b4422bb33e477e23264c94673149 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:33.032758Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:35.510887Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:44.141209Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6f2096689ac312835e04b7955e346924838c0ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying, group_col_2=class. +Result preview: [{"buying": "med", "class": "good", "support": 23}, {"buying": "med", "class": "vgood", "support": 26}, {"buying": "low", "class": "vgood", "support": 39}, {"buying": "low", "class": "good", "support": 46}, {"buying": "vhigh", "class": "acc", "support": 72}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..678182ef94c5bfc6f696b633d2b387c089ad5146 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_1b2b57d70dff9526 +-- problem_id: v2p_c2_256b0003e12754e1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "class" +ORDER BY support ASC, "buying", "class" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd94c6ac3d1b956c843bb5dda180f1699535d83b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY support ASC, \"buying\", \"class\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"class\\\"\\nLIMIT 10;\", \"columns\": [\"buying\", \"class\", \"support\"], \"rows\": [{\"buying\": \"med\", \"class\": \"good\", \"support\": 23}, {\"buying\": \"med\", \"class\": \"vgood\", \"support\": 26}, {\"buying\": \"low\", \"class\": \"vgood\", \"support\": 39}, {\"buying\": \"low\", \"class\": \"good\", \"support\": 46}, {\"buying\": \"vhigh\", \"class\": \"acc\", \"support\": 72}, {\"buying\": \"low\", \"class\": \"acc\", \"support\": 89}, {\"buying\": \"high\", \"class\": \"acc\", \"support\": 108}, {\"buying\": \"med\", \"class\": \"acc\", \"support\": 115}, {\"buying\": \"low\", \"class\": \"unacc\", \"support\": 258}, {\"buying\": \"med\", \"class\": \"unacc\", \"support\": 268}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3bba0560ab59a6d81f8e0932ec4027c6f3d5f8a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:35:32.840061+00:00", + "ended_at": "2026-05-04T08:35:44.855656+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1b2b57d70dff9526", + "problem_id": "v2p_c2_256b0003e12754e1", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying, group_col_2=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_1b2b57d70dff9526.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1b2b57d70dff9526", + "api_calls": 0, + "input_tokens": 21774, + "cached_input_tokens": 20864, + "output_tokens": 166, + "total_tokens": 21940, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1787, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11980.01, + "sql_execution_elapsed_ms_total": 2.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1b2b57d70dff9526\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7aa3a0c20cb9e152dfb41a3dae58798a8a4d7076 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b2b57d70dff9526/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:44.841005+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11980.01, "started_at": "2026-05-04T08:35:32.841722+00:00", "ended_at": "2026-05-04T08:35:44.821738+00:00", "prompt_metrics": {"chars": 5823, "bytes_utf8": 5823, "lines": 180, "estimated_tokens": 1686}, "response_metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21774, "cached_input_tokens": 20864, "output_tokens": 166}, "stderr_preview": "2026-05-04T08:35:33.032758Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:35.510887Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "lug_boot", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "low", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..993e25b06ce4151b32421b635133d9198aec7d38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-8d8a-7c41-84b7-199ba6371b98"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'low'\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"lug_boot\\\" and predicate \\\"maint\\\" = 'low' on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21742,"cached_input_tokens":6528,"output_tokens":113}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6e57f1218771750f4fc5dfcad700a1d5e8409e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"maint\" = 'low'\nGROUP BY \"lug_boot\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"lug_boot\" and predicate \"maint\" = 'low' on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68fabb87e83eeed1f294fd05283299c9f613022e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:12.064967Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:14.392621Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:21.759352Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..758602a13d4f7e589a0a7f5e5a81a937b10ccaaa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "small", "support": 144}, {"lug_boot": "med", "support": 144}, {"lug_boot": "big", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34241a08e70de3445d7a76ebac57d5f8b77f39bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_1b53b134ef31af3f +-- problem_id: v2p_c2_f514d9b74ccf7651 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS support +FROM "c2" +WHERE "maint" = 'low' +GROUP BY "lug_boot" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6a992a3d1e1bdcd57000c153a6f4512dc35db5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"maint\" = 'low'\nGROUP BY \"lug_boot\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'low'\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"lug_boot\", \"support\"], \"rows\": [{\"lug_boot\": \"small\", \"support\": 144}, {\"lug_boot\": \"med\", \"support\": 144}, {\"lug_boot\": \"big\", \"support\": 144}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..49ab3efd1ab6fbe140eb5fda83ad934937760673 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:23:11.880052+00:00", + "ended_at": "2026-05-04T08:23:22.449698+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1b53b134ef31af3f", + "problem_id": "v2p_c2_f514d9b74ccf7651", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "low", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_1b53b134ef31af3f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1b53b134ef31af3f", + "api_calls": 0, + "input_tokens": 21742, + "cached_input_tokens": 6528, + "output_tokens": 113, + "total_tokens": 21855, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1654, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10539.57, + "sql_execution_elapsed_ms_total": 1.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1b53b134ef31af3f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4f25aec752dd141f7360157928c9f23e11d840f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1b53b134ef31af3f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:22.440254+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10539.57, "started_at": "2026-05-04T08:23:11.881941+00:00", "ended_at": "2026-05-04T08:23:22.421908+00:00", "prompt_metrics": {"chars": 5850, "bytes_utf8": 5850, "lines": 182, "estimated_tokens": 1654}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21742, "cached_input_tokens": 6528, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:23:12.064967Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:14.392621Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "persons", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "entity_col": "persons", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17dd44f4f02645fa242e09d15fa32779d7651f35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-b628-7f80-bb40-c0ca8782b230"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Used the provided template and fixed bindings exactly: group_col=\\\"persons\\\", entity_col=\\\"persons\\\", predicate on \\\"persons\\\" = '4', SQLite-compatible, single-table SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":20864,"output_tokens":200}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c8bc54f1c670304a38618ebcaaf57a4ee5dcf00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Used the provided template and fixed bindings exactly: group_col=\"persons\", entity_col=\"persons\", predicate on \"persons\" = '4', SQLite-compatible, single-table SELECT only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b27a25f593e24e28c90b3957efd9c9d473f268b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:56.594956Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:59.051812Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:07.811508Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..473633227fba5d6e9a270c7737612fbab1682205 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=persons. +Result preview: [{"persons": "4", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c941276737d638b291c7e3d24036fd1251e58067 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_1cf762a525e78655 +-- problem_id: v2p_c2_bc727d5e6705ea29 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +WHERE "persons" = '4' +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88bd8b3d4f6fac1a29b141252c65e4c3c036ec02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"persons\", \"distinct_entities\"], \"rows\": [{\"persons\": \"4\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ac8f2ee7228003bb0b6ea7359018e624d1e47166 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:41:56.371665+00:00", + "ended_at": "2026-05-04T08:42:08.764436+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1cf762a525e78655", + "problem_id": "v2p_c2_bc727d5e6705ea29", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "entity_col": "persons", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_1cf762a525e78655.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1cf762a525e78655", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 200, + "total_tokens": 21973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1787, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12366.38, + "sql_execution_elapsed_ms_total": 0.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1cf762a525e78655\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d458cf0d3cd1975ee462cda1cd702526a828f327 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1cf762a525e78655/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:08.756734+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12366.38, "started_at": "2026-05-04T08:41:56.374072+00:00", "ended_at": "2026-05-04T08:42:08.735442+00:00", "prompt_metrics": {"chars": 5990, "bytes_utf8": 5990, "lines": 184, "estimated_tokens": 1685}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21773, "cached_input_tokens": 20864, "output_tokens": 200}, "stderr_preview": "2026-05-04T08:41:56.594956Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:59.051812Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=persons, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "doors", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b964a40c99fd444869d538670f2b169cf6de632 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-4894-79c2-ac14-96eea64a6f1a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"persons\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with bindings group_col=doors, group_col_2=persons, target_col=class, and target_value='unacc'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21796,"cached_input_tokens":19840,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66fe1d94b01a08df439e9b232205c9ed83b1c7dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"doors\", \"persons\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with bindings group_col=doors, group_col_2=persons, target_col=class, and target_value='unacc'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6c74ef27fc4fc86e3e2adb953c2095db428ac08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:21.189138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:25.446579Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:34.693797Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b568f4bf389c6ee126b619d3d4c456f179ec820 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=persons, target_col=class. +Result preview: [{"doors": "2", "persons": "2", "target_rate": 1.0}, {"doors": "3", "persons": "2", "target_rate": 1.0}, {"doors": "4", "persons": "2", "target_rate": 1.0}, {"doors": "5more", "persons": "2", "target_rate": 1.0}, {"doors": "2", "persons": "more", "target_rate": 0.6944444444444444}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..372f7435d795e722d61d186754c66add3b57db33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_1d5f12779f2ce617 +-- problem_id: v2p_c2_90b761211072a736 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "doors", "persons" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a83c59043cf09030d5fd016ba6d4bb67b03a7db1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c2\"\nGROUP BY \"doors\", \"persons\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"persons\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"doors\", \"persons\", \"target_rate\"], \"rows\": [{\"doors\": \"2\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"3\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"4\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"5more\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"2\", \"persons\": \"more\", \"target_rate\": 0.6944444444444444}, {\"doors\": \"2\", \"persons\": \"4\", \"target_rate\": 0.5694444444444444}, {\"doors\": \"3\", \"persons\": \"4\", \"target_rate\": 0.5694444444444444}, {\"doors\": \"3\", \"persons\": \"more\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"4\", \"persons\": \"4\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"4\", \"persons\": \"more\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"5more\", \"persons\": \"4\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"5more\", \"persons\": \"more\", \"target_rate\": 0.5138888888888888}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..464a4e6abd6d183d075b8cd05e18f148a06a67bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:16:20.983004+00:00", + "ended_at": "2026-05-04T08:16:35.462459+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1d5f12779f2ce617", + "problem_id": "v2p_c2_90b761211072a736", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=persons, target_col=class.", + "bindings": { + "group_col": "doors", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_1d5f12779f2ce617.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1d5f12779f2ce617", + "api_calls": 0, + "input_tokens": 21796, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 21938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1706, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1832, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14438.17, + "sql_execution_elapsed_ms_total": 2.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1d5f12779f2ce617\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a54b503508947f080551a366453f8d521b59233 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d5f12779f2ce617/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:35.450412+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14438.17, "started_at": "2026-05-04T08:16:20.984681+00:00", "ended_at": "2026-05-04T08:16:35.420591+00:00", "prompt_metrics": {"chars": 5960, "bytes_utf8": 5960, "lines": 183, "estimated_tokens": 1706}, "response_metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 21796, "cached_input_tokens": 19840, "output_tokens": 142}, "stderr_preview": "2026-05-04T08:16:21.189138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:25.446579Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=safety, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8ddc53f13e7b2aee4b2f427019aa91a01fcfff9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-c08e-7c52-9168-a41776448437"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col=\\\"safety\\\", target_col=\\\"class\\\", target_value='acc', min_support=4, and top_k=19. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":20864,"output_tokens":161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..212afbcdbf652d588d94e7e65a05f81ed66a25c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"safety\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Uses the required Tail Target-Rate Extremes template with group_col=\"safety\", target_col=\"class\", target_value='acc', min_support=4, and top_k=19. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..440e425ee7d7144096f51f8459be9b2f4d984127 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:58.347139Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:00.683840Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:09.400194Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..27bd829d40571113aaff83b270af1c3517567c05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=safety, target_col=class. +Result preview: [{"safety": "high", "support": 576, "focus_rate": 0.3541666666666667}, {"safety": "med", "support": 576, "focus_rate": 0.3125}, {"safety": "low", "support": 576, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9c0683f2cd4095c4bbf9b7b8cf3f7d5ad727837 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_1d983e811e5be28b +-- problem_id: v2p_c2_21ee5a1b83716c91 +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "safety" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40515fd86fa02184095c41994dbf2ea7024c3205 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"safety\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"safety\", \"support\", \"focus_rate\"], \"rows\": [{\"safety\": \"high\", \"support\": 576, \"focus_rate\": 0.3541666666666667}, {\"safety\": \"med\", \"support\": 576, \"focus_rate\": 0.3125}, {\"safety\": \"low\", \"support\": 576, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a2a2f83ebb263304289c730d112a14beb7ced2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:29:58.160106+00:00", + "ended_at": "2026-05-04T08:30:10.097913+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1d983e811e5be28b", + "problem_id": "v2p_c2_21ee5a1b83716c91", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=safety, target_col=class.", + "bindings": { + "group_col": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_1d983e811e5be28b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1d983e811e5be28b", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 161, + "total_tokens": 21970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 145, + "estimated_total_tokens": 1866, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11896.13, + "sql_execution_elapsed_ms_total": 2.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1d983e811e5be28b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2f388d47ed9bbab510d9de0ca8128aa634aa559 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:10.078301+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11896.13, "started_at": "2026-05-04T08:29:58.162460+00:00", "ended_at": "2026-05-04T08:30:10.058350+00:00", "prompt_metrics": {"chars": 5997, "bytes_utf8": 5997, "lines": 181, "estimated_tokens": 1721}, "response_metrics": {"chars": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 21809, "cached_input_tokens": 20864, "output_tokens": 161}, "stderr_preview": "2026-05-04T08:29:58.347139Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:00.683840Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col=\\\"safety\\\", target_col=\\\"class\\\", target_value='acc', min_support=4, and top_k=19. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a3ae53c73fe84f70475d3dc25f1324bf1b92b0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1d983e811e5be28b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1d983e811e5be28b", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 161, + "total_tokens": 21970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 145, + "estimated_total_tokens": 1866, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11896.13, + "sql_execution_elapsed_ms_total": 2.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1d983e811e5be28b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e46d53b9debed18c3685347908b82e8ffc87d0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5985, "bytes_utf8": 5985, "lines": 184, "estimated_tokens": 1688}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21776, "cached_input_tokens": 20864, "output_tokens": 205}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f7df582caaedf8d5ba17507e9203525098a6c2d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1eac419ff3f8777a", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 205, + "total_tokens": 21981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12777.22, + "sql_execution_elapsed_ms_total": 1.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1eac419ff3f8777a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..abd1e651d6dd3478041b8d165842672787ca4d89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:41:04.944196+00:00", + "ended_at": "2026-05-04T08:41:17.719758+00:00", + "elapsed_ms": 12777.22, + "prompt_metrics": { + "chars": 5985, + "bytes_utf8": 5985, + "lines": 184, + "estimated_tokens": 1688 + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13140 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 416, + "bytes_utf8": 416, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 205 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba8b19f8b96996bf6ee4af4e4c5810ed07f09a28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "low", + "entity_col": "buying", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a32ddc3576f778b238a6ebe0f1d381a6c8bf38a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-ed5b-75c1-9362-fcae792499fd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'low'\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided template and fixed bindings exactly as given: group_col=\\\"buying\\\", entity_col=\\\"buying\\\", predicate_col=\\\"buying\\\", predicate_value='low', top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":20864,"output_tokens":205}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f8ab7e5794234b4103c9462b7515d55e7cb29ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nWHERE \"buying\" = 'low'\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Applied the provided template and fixed bindings exactly as given: group_col=\"buying\", entity_col=\"buying\", predicate_col=\"buying\", predicate_value='low', top_k=13."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..134079ff9c970fce43573a6c94602f8e80b5136c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:05.222891Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:07.786013Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:16.821512Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13f57a8d06b2ddf0b55a8c884761e5c67c0797ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying. +Result preview: [{"buying": "low", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e82057949b9a65415e8dcaae90968481d4742307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_1eac419ff3f8777a +-- problem_id: v2p_c2_e47c99b1b3db447e +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +WHERE "buying" = 'low' +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..824da90aa1c447b240fe22422983b7c25b7316df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nWHERE \"buying\" = 'low'\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'low'\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"buying\", \"distinct_entities\"], \"rows\": [{\"buying\": \"low\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9af5e2a51b4c80b6eb4e17c754e85283076362b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:41:04.941318+00:00", + "ended_at": "2026-05-04T08:41:17.750550+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1eac419ff3f8777a", + "problem_id": "v2p_c2_e47c99b1b3db447e", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "low", + "entity_col": "buying", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_1eac419ff3f8777a.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1eac419ff3f8777a", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 205, + "total_tokens": 21981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12777.22, + "sql_execution_elapsed_ms_total": 1.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1eac419ff3f8777a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2005455c9929144fc0c2ece5a981510551c71a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1eac419ff3f8777a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:17.740558+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12777.22, "started_at": "2026-05-04T08:41:04.944196+00:00", "ended_at": "2026-05-04T08:41:17.719758+00:00", "prompt_metrics": {"chars": 5985, "bytes_utf8": 5985, "lines": 184, "estimated_tokens": 1688}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21776, "cached_input_tokens": 20864, "output_tokens": 205}, "stderr_preview": "2026-05-04T08:41:05.222891Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:07.786013Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=persons.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40d62b043fbc776f6be5951c52c378a5e08a2af4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,6 @@ +{"type":"thread.started","thread_id":"019df221-92d2-7201-9bd5-87b412c66db2"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: tls handshake eof)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: IO error: cannot decrypt peer's message)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"persons\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY \\\"support\\\" ASC, \\\"maint\\\", \\\"persons\\\"\\nLIMIT 17;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=maint, group_col_2=persons, and top_k=17. Query is SQLite-compatible, single-table, and uses only provided columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21772,"cached_input_tokens":20864,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd5adad3c444c3cbb54feceae06cbaf532a093bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"persons\",\n COUNT(*) AS \"support\"\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY \"support\" ASC, \"maint\", \"persons\"\nLIMIT 17;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=maint, group_col_2=persons, and top_k=17. Query is SQLite-compatible, single-table, and uses only provided columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e03fe4f7042be5c21513b1f1d95de316cc8ad7ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,37 @@ +2026-05-04T08:36:19.847130Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:36:29.869663Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:36:49.978744Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 217ms)... +2026-05-04T08:36:52.410111Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(SendRequest, hyper::Error(IncompleteMessage)) })) +2026-05-04T08:37:03.867609Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T08:37:03.868862Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (2/5 in 397ms)... +2026-05-04T08:37:29.152836Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (3/5 in 741ms)... +2026-05-04T08:37:40.422227Z WARN sqlx::query: slow statement: execution time exceeded alert threshold summary="UPDATE threads SET updated_at …" db.statement="\n\nUPDATE threads SET updated_at = ?, updated_at_ms = ? WHERE id = ?\n" rows_affected=1 rows_returned=0 elapsed=2.6420077s elapsed_secs=2.6420076999999997 slow_threshold=1s +2026-05-04T08:37:42.856777Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:37:43.640258Z WARN sqlx::pool::acquire: acquired connection, but time to acquire exceeded slow threshold aquired_after_secs=2.0581724 slow_acquire_threshold_secs=2.0 diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c364400a63131a5add935f263b58db0b49200cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=persons. +Result preview: [{"maint": "high", "persons": "2", "support": 144}, {"maint": "high", "persons": "4", "support": 144}, {"maint": "high", "persons": "more", "support": 144}, {"maint": "low", "persons": "2", "support": 144}, {"maint": "low", "persons": "4", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5842c5df56556fc990c014b9c5f253e2c1377319 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_1f46c7591cb8796f +-- problem_id: v2p_c2_9d4d5ee644e2a9de +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "persons", + COUNT(*) AS "support" +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY "support" ASC, "maint", "persons" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8842dbc06b4c71f172c683f8fb86f886c6c272e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"persons\",\n COUNT(*) AS \"support\"\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY \"support\" ASC, \"maint\", \"persons\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"persons\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY \\\"support\\\" ASC, \\\"maint\\\", \\\"persons\\\"\\nLIMIT 17;\", \"columns\": [\"maint\", \"persons\", \"support\"], \"rows\": [{\"maint\": \"high\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"high\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"high\", \"persons\": \"more\", \"support\": 144}, {\"maint\": \"low\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"low\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"low\", \"persons\": \"more\", \"support\": 144}, {\"maint\": \"med\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"med\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"med\", \"persons\": \"more\", \"support\": 144}, {\"maint\": \"vhigh\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"vhigh\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"vhigh\", \"persons\": \"more\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..862ca478418740ae524fb2dd7619d340f8f3b7b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:36:19.623930+00:00", + "ended_at": "2026-05-04T08:37:44.674067+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_1f46c7591cb8796f", + "problem_id": "v2p_c2_9d4d5ee644e2a9de", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=persons.", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_1f46c7591cb8796f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1f46c7591cb8796f", + "api_calls": 0, + "input_tokens": 21772, + "cached_input_tokens": 20864, + "output_tokens": 133, + "total_tokens": 21905, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1684, + "estimated_output_tokens": 117, + "estimated_total_tokens": 1801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 85025.03, + "sql_execution_elapsed_ms_total": 1.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1f46c7591cb8796f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..147059f9c9179dfc2dc1c1b8f7a2e3818570cf2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:37:44.664500+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 85025.03, "started_at": "2026-05-04T08:36:19.625597+00:00", "ended_at": "2026-05-04T08:37:44.651294+00:00", "prompt_metrics": {"chars": 5829, "bytes_utf8": 5829, "lines": 180, "estimated_tokens": 1684}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 21772, "cached_input_tokens": 20864, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:36:19.847130Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:36:29.869663Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:36:49.978744Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 217ms)...\n2026-05-04T08:36:52.410111Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: \"https://chatgpt.com/backend-api/wham/apps\", source: hyper_util::client::legacy::Error(SendRequest, hyper::Error(IncompleteMessage)) }))\n2026-05-04T08:37:03.867609Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses\n2026-05-04T08:37:03.868862Z WARN codex_", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"persons\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY \\\"support\\\" ASC, \\\"maint\\\", \\\"persons\\\"\\nLIMIT 17;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=maint, group_col_2=persons, and top_k=17. Query is SQLite-compatible, single-table, and uses only provided columns.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bf29f40cb679d62474444b9c704e119d10544230 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_1f46c7591cb8796f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_1f46c7591cb8796f", + "api_calls": 0, + "input_tokens": 21772, + "cached_input_tokens": 20864, + "output_tokens": 133, + "total_tokens": 21905, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1684, + "estimated_output_tokens": 117, + "estimated_total_tokens": 1801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 85025.03, + "sql_execution_elapsed_ms_total": 1.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_1f46c7591cb8796f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..197df1bc06524135a86a3386cc1ccebf5661b5a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5762, "bytes_utf8": 5762, "lines": 180, "estimated_tokens": 1647}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21735, "cached_input_tokens": 20864, "output_tokens": 123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..84d4a86b904a5852b87f3200301a3b3b2c78f4ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_21e35b155e35a4fe", + "api_calls": 0, + "input_tokens": 21735, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 21858, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1647, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1754, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13288.91, + "sql_execution_elapsed_ms_total": 1.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_21e35b155e35a4fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bdfab050b9b58984766330cc458b91b86fefb058 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:26:39.848731+00:00", + "ended_at": "2026-05-04T08:26:53.137888+00:00", + "elapsed_ms": 13288.91, + "prompt_metrics": { + "chars": 5762, + "bytes_utf8": 5762, + "lines": 180, + "estimated_tokens": 1647 + }, + "stdout_metrics": { + "chars": 774, + "bytes_utf8": 774, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 21735, + "cached_input_tokens": 20864, + "output_tokens": 123 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4264ec75ed1ac13ada5d781c1e6c87437a117144 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=persons.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "doors", + "group_col_2": "persons", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..788263b481a9b52d76f7767c57cf2d6b9c0c1ccf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-ba0b-7481-b2b9-5772d8f06348"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"persons\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"persons\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Two-Dimensional Top-k Count template with fixed bindings group_col=\\\"doors\\\", group_col_2=\\\"persons\\\", and top_k=14. Query is single-table, SQLite-compatible, and quotes identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21735,"cached_input_tokens":20864,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddcb18215582110168c4c3ccc1512958910468fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"persons\", COUNT(*) AS \"support\"\nFROM \"c2\"\nGROUP BY \"doors\", \"persons\"\nORDER BY \"support\" DESC\nLIMIT 14;","notes":"Used the provided Two-Dimensional Top-k Count template with fixed bindings group_col=\"doors\", group_col_2=\"persons\", and top_k=14. Query is single-table, SQLite-compatible, and quotes identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b07b45d9eb0507dd0e4dd4b78b83bc581a7f0ad3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:40.063815Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:42.472870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:52.202958Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a58233df3da6aa9ea3188e3698faedd98e43b6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=persons. +Result preview: [{"doors": "2", "persons": "2", "support": 144}, {"doors": "2", "persons": "4", "support": 144}, {"doors": "2", "persons": "more", "support": 144}, {"doors": "3", "persons": "2", "support": 144}, {"doors": "3", "persons": "4", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f04e9845d3610d0d10de55fc0d72d9a41c8780f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_21e35b155e35a4fe +-- problem_id: v2p_c2_7e18d90adf608ef9 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "persons", COUNT(*) AS "support" +FROM "c2" +GROUP BY "doors", "persons" +ORDER BY "support" DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..775c177d988dddfde35b102b24929f59a48bc610 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"persons\", COUNT(*) AS \"support\"\nFROM \"c2\"\nGROUP BY \"doors\", \"persons\"\nORDER BY \"support\" DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"persons\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"persons\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 14;\", \"columns\": [\"doors\", \"persons\", \"support\"], \"rows\": [{\"doors\": \"2\", \"persons\": \"2\", \"support\": 144}, {\"doors\": \"2\", \"persons\": \"4\", \"support\": 144}, {\"doors\": \"2\", \"persons\": \"more\", \"support\": 144}, {\"doors\": \"3\", \"persons\": \"2\", \"support\": 144}, {\"doors\": \"3\", \"persons\": \"4\", \"support\": 144}, {\"doors\": \"3\", \"persons\": \"more\", \"support\": 144}, {\"doors\": \"4\", \"persons\": \"2\", \"support\": 144}, {\"doors\": \"4\", \"persons\": \"4\", \"support\": 144}, {\"doors\": \"4\", \"persons\": \"more\", \"support\": 144}, {\"doors\": \"5more\", \"persons\": \"2\", \"support\": 144}, {\"doors\": \"5more\", \"persons\": \"4\", \"support\": 144}, {\"doors\": \"5more\", \"persons\": \"more\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..69fdf45a22a4588fd6de520a6b44d9395bf01a9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:26:39.846637+00:00", + "ended_at": "2026-05-04T08:26:53.166687+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_21e35b155e35a4fe", + "problem_id": "v2p_c2_7e18d90adf608ef9", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=persons.", + "bindings": { + "group_col": "doors", + "group_col_2": "persons", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_21e35b155e35a4fe.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_21e35b155e35a4fe", + "api_calls": 0, + "input_tokens": 21735, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 21858, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1647, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1754, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13288.91, + "sql_execution_elapsed_ms_total": 1.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_21e35b155e35a4fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80c646ec0db7a56fa87d3049ae903222357869f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_21e35b155e35a4fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:53.156389+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13288.91, "started_at": "2026-05-04T08:26:39.848731+00:00", "ended_at": "2026-05-04T08:26:53.137888+00:00", "prompt_metrics": {"chars": 5762, "bytes_utf8": 5762, "lines": 180, "estimated_tokens": 1647}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21735, "cached_input_tokens": 20864, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:26:40.063815Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:42.472870Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "unacc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98e33c38af39d1bd5fc2189c60299d5bc0d3289a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-aa3b-7142-bb9d-bfbc6ace982b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"class\\\" and condition_col=\\\"class\\\", using positive_value='unacc' and negative_value='acc'. This is SQLite-compatible and uses only the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21906,"cached_input_tokens":19840,"output_tokens":193}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d93df6d5c1e0015cff8478312ccf312eb79ec76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template exactly with group_col=\"class\" and condition_col=\"class\", using positive_value='unacc' and negative_value='acc'. This is SQLite-compatible and uses only the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95226d6d804c9621a088e9da9a3b97e67fb0f19d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:24.049569Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:26.689591Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:35.110749Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b059c30ae70fc5c46024a3d9623c54f333bee007 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "acc", "condition_ratio": 0.0}, {"class": "good", "condition_ratio": null}, {"class": "unacc", "condition_ratio": null}, {"class": "vgood", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d01f2830a169ef85849adfd60157199076e64db0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_22da9b7d572afe9e +-- problem_id: v2p_c2_24b38ab0a2f6e939 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3907d3c5d6a5de8c48c76038be4d09fc82329da5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"class\", \"condition_ratio\"], \"rows\": [{\"class\": \"acc\", \"condition_ratio\": 0.0}, {\"class\": \"good\", \"condition_ratio\": null}, {\"class\": \"unacc\", \"condition_ratio\": null}, {\"class\": \"vgood\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b50d49e126a4e58f92dd7d74fedcfeb1b3362d00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:12:23.871564+00:00", + "ended_at": "2026-05-04T08:12:36.004536+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_22da9b7d572afe9e", + "problem_id": "v2p_c2_24b38ab0a2f6e939", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "unacc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_22da9b7d572afe9e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_22da9b7d572afe9e", + "api_calls": 0, + "input_tokens": 21906, + "cached_input_tokens": 19840, + "output_tokens": 193, + "total_tokens": 22099, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1816, + "estimated_output_tokens": 177, + "estimated_total_tokens": 1993, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12105.68, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_22da9b7d572afe9e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4dc999e40ea5526653ec98d53f9d6834dd117979 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_22da9b7d572afe9e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:35.995445+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12105.68, "started_at": "2026-05-04T08:12:23.873143+00:00", "ended_at": "2026-05-04T08:12:35.979133+00:00", "prompt_metrics": {"chars": 6470, "bytes_utf8": 6470, "lines": 183, "estimated_tokens": 1816}, "response_metrics": {"chars": 704, "bytes_utf8": 704, "lines": 1, "estimated_tokens": 177}, "usage": {"input_tokens": 21906, "cached_input_tokens": 19840, "output_tokens": 193}, "stderr_preview": "2026-05-04T08:12:24.049569Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:26.689591Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=maint, condition_col=maint.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b1179d650d2caca473d87b473e780c5d6ea2a3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-1edb-7670-bff4-25b3b69c0204"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"maint\\\" and condition_col=\\\"maint\\\", condition_value='low'. Since grouping and condition use the same column, the result shows a rate of 1 for the 'low' group and 0 for other maintenance categories.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21756,"cached_input_tokens":19840,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce3d83672fe724034c1f1c999ee3fca823160b27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"maint\" and condition_col=\"maint\", condition_value='low'. Since grouping and condition use the same column, the result shows a rate of 1 for the 'low' group and 0 for other maintenance categories."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6612eb856e09de4681ebac5f6187b8fd7dcd19d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:16.071767Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:18.446112Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:26.892024Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d77ec19f9fadab5ae83c6bde65f2647780ff04d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=maint, condition_col=maint. +Result preview: [{"maint": "low", "condition_rate": 1.0}, {"maint": "vhigh", "condition_rate": 0.0}, {"maint": "med", "condition_rate": 0.0}, {"maint": "high", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bc971d4aab4401999225e8529d65af59a49cc6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_2422f797a2eb2f63 +-- problem_id: v2p_c2_48842c140a305a6f +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1c7de5e973c5a717af6e89bfb1c16f5d86baa0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"maint\", \"condition_rate\"], \"rows\": [{\"maint\": \"low\", \"condition_rate\": 1.0}, {\"maint\": \"vhigh\", \"condition_rate\": 0.0}, {\"maint\": \"med\", \"condition_rate\": 0.0}, {\"maint\": \"high\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3ecfb6eefc8439fe90d56f679734080822dc738f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:17:15.855796+00:00", + "ended_at": "2026-05-04T08:17:27.758810+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_2422f797a2eb2f63", + "problem_id": "v2p_c2_48842c140a305a6f", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=maint, condition_col=maint.", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_2422f797a2eb2f63.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2422f797a2eb2f63", + "api_calls": 0, + "input_tokens": 21756, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 21893, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1666, + "estimated_output_tokens": 121, + "estimated_total_tokens": 1787, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11874.22, + "sql_execution_elapsed_ms_total": 1.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_2422f797a2eb2f63\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d08bb4b738f6361249639fe317d58cecaef14646 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2422f797a2eb2f63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:27.750584+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11874.22, "started_at": "2026-05-04T08:17:15.856311+00:00", "ended_at": "2026-05-04T08:17:27.731726+00:00", "prompt_metrics": {"chars": 5908, "bytes_utf8": 5908, "lines": 183, "estimated_tokens": 1666}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 21756, "cached_input_tokens": 19840, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:17:16.071767Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:18.446112Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "lug_boot", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39afbb40c49ff1b2033eee4dfcc3715fc053782d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-c5a9-7061-a7df-0666ef3e36ca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"lug_boot\\\"\\nLIMIT 17;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"lug_boot\\\" and table \\\"c2\\\". Query is SQLite-compatible and uses only the allowed single table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92894554734cdfc908eb6bc470f7a3edf50b1c3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY support ASC, \"lug_boot\"\nLIMIT 17;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"lug_boot\" and table \"c2\". Query is SQLite-compatible and uses only the allowed single table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df966120dd65e8a8ee3fca2bf90867a1fc1a1c8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:21.803059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:24.315618Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:32.328511Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb716b7cda66a39c9040ff80d22cd83cd92c53f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "big", "support": 576}, {"lug_boot": "med", "support": 576}, {"lug_boot": "small", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..49e41df7450f5891cfb958eefc0a333720c8455f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_2500f342d34a0111 +-- problem_id: v2p_c2_5c92315738c976bb +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "lug_boot" +ORDER BY support ASC, "lug_boot" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c116c1966d63c5eeae63cb896bcd05081de355ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY support ASC, \"lug_boot\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"lug_boot\\\"\\nLIMIT 17;\", \"columns\": [\"lug_boot\", \"support\"], \"rows\": [{\"lug_boot\": \"big\", \"support\": 576}, {\"lug_boot\": \"med\", \"support\": 576}, {\"lug_boot\": \"small\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cef99c1ba2c1f160d759e9357a321f6e4e07cfbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:34:21.600701+00:00", + "ended_at": "2026-05-04T08:34:32.849731+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_2500f342d34a0111", + "problem_id": "v2p_c2_5c92315738c976bb", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_2500f342d34a0111.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2500f342d34a0111", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 21832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1718, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11221.24, + "sql_execution_elapsed_ms_total": 1.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_2500f342d34a0111\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4604c616ca4fb63e0c3dacf01ced8f7d9d8c2f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2500f342d34a0111/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:32.841440+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11221.24, "started_at": "2026-05-04T08:34:21.601206+00:00", "ended_at": "2026-05-04T08:34:32.824810+00:00", "prompt_metrics": {"chars": 5657, "bytes_utf8": 5657, "lines": 178, "estimated_tokens": 1618}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:34:21.803059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:24.315618Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=safety, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ec623fa52a86841bb1f961b988fc9653c013e5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-7002-7900-928a-4cd9463b386e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"buying\\\", group_col_2=\\\"safety\\\", target_col=\\\"class\\\", and target_value='acc'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21799,"cached_input_tokens":19840,"output_tokens":135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d385d1612cab3a1d258577034f2e500b64f4b601 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"safety\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"safety\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"buying\", group_col_2=\"safety\", target_col=\"class\", and target_value='acc'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..172e41c9457cb57107734b7018ca01d9eea7f58e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:14.664517Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:16.997206Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:27.708380Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..597307cf206bcc41935689b4e4b1793b3743b837 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=safety, target_col=class. +Result preview: [{"buying": "high", "safety": "high", "target_rate": 0.4791666666666667}, {"buying": "med", "safety": "med", "target_rate": 0.4097222222222222}, {"buying": "low", "safety": "med", "target_rate": 0.3888888888888889}, {"buying": "med", "safety": "high", "target_rate": 0.3888888888888889}, {"buying": "vhigh", "safety": "high", "target_rate": 0.3194444444444444}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d9fffccb93c37565e02a886e52cecec6cff1ae7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_25159c469388a26b +-- problem_id: v2p_c2_b6ebf8c82f71557d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "safety", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6bac7fffe2384b3da5ae1c27671a738e1c65de8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"safety\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"safety\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"buying\", \"safety\", \"target_rate\"], \"rows\": [{\"buying\": \"high\", \"safety\": \"high\", \"target_rate\": 0.4791666666666667}, {\"buying\": \"med\", \"safety\": \"med\", \"target_rate\": 0.4097222222222222}, {\"buying\": \"low\", \"safety\": \"med\", \"target_rate\": 0.3888888888888889}, {\"buying\": \"med\", \"safety\": \"high\", \"target_rate\": 0.3888888888888889}, {\"buying\": \"vhigh\", \"safety\": \"high\", \"target_rate\": 0.3194444444444444}, {\"buying\": \"high\", \"safety\": \"med\", \"target_rate\": 0.2708333333333333}, {\"buying\": \"low\", \"safety\": \"high\", \"target_rate\": 0.22916666666666666}, {\"buying\": \"vhigh\", \"safety\": \"med\", \"target_rate\": 0.18055555555555555}, {\"buying\": \"high\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"buying\": \"vhigh\", \"safety\": \"low\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8653f6122590d5c19f4dc316f879d830fd34d8e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:13:14.486050+00:00", + "ended_at": "2026-05-04T08:13:28.344380+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_25159c469388a26b", + "problem_id": "v2p_c2_b6ebf8c82f71557d", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=safety, target_col=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_25159c469388a26b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_25159c469388a26b", + "api_calls": 0, + "input_tokens": 21799, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 21934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1709, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1828, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13829.67, + "sql_execution_elapsed_ms_total": 2.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_25159c469388a26b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc72ca5a6f928180209e18e24250edb06ee2ce9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_25159c469388a26b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:28.333472+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13829.67, "started_at": "2026-05-04T08:13:14.488106+00:00", "ended_at": "2026-05-04T08:13:28.318022+00:00", "prompt_metrics": {"chars": 5955, "bytes_utf8": 5955, "lines": 183, "estimated_tokens": 1709}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 21799, "cached_input_tokens": 19840, "output_tokens": 135}, "stderr_preview": "2026-05-04T08:13:14.664517Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:16.997206Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=doors, condition_col=doors.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1a92580caed0d4ee9bdf610bd4de494a42983a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-dcce-7b31-82e2-e69b918ff0ae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"doors\\\",\\n SUM(CASE WHEN \\\"doors\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"doors\\\" = '3' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"doors\\\"\\n)\\nSELECT \\\"doors\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the required template with group_col=\\\"doors\\\" and condition_col=\\\"doors\\\", positive_value='2', negative_value='3', on single table \\\"c2\\\". Identifier quoting follows SQLite rules.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":19840,"output_tokens":188}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c3839582f4972a4b01d2f767620ffee36a38479 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"doors\",\n SUM(CASE WHEN \"doors\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"doors\" = '3' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"doors\"\n)\nSELECT \"doors\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the required template with group_col=\"doors\" and condition_col=\"doors\", positive_value='2', negative_value='3', on single table \"c2\". Identifier quoting follows SQLite rules."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7b708880747e6d76106255bfaa172509f7f80d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:31.457115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:33.926835Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:42.490990Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..89d9d691a5d442ac276f92d5f8d697f6e132cf73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=doors, condition_col=doors. +Result preview: [{"doors": "3", "condition_ratio": 0.0}, {"doors": "2", "condition_ratio": null}, {"doors": "4", "condition_ratio": null}, {"doors": "5more", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6071bef7cda5d4636baca4f02d12d623b45dfcea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_2798f5263c2f7c8c +-- problem_id: v2p_c2_d979311586482d97 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "doors", + SUM(CASE WHEN "doors" = '2' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "doors" = '3' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "doors" +) +SELECT "doors", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6343e9ea422457065a49faa4387b1d71109241e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"doors\",\n SUM(CASE WHEN \"doors\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"doors\" = '3' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"doors\"\n)\nSELECT \"doors\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"doors\\\",\\n SUM(CASE WHEN \\\"doors\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"doors\\\" = '3' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"doors\\\"\\n)\\nSELECT \\\"doors\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"doors\", \"condition_ratio\"], \"rows\": [{\"doors\": \"3\", \"condition_ratio\": 0.0}, {\"doors\": \"2\", \"condition_ratio\": null}, {\"doors\": \"4\", \"condition_ratio\": null}, {\"doors\": \"5more\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..947b60b084d3686f6c0a08ba94669ef095c5ac3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:11:31.275673+00:00", + "ended_at": "2026-05-04T08:11:43.285886+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_2798f5263c2f7c8c", + "problem_id": "v2p_c2_d979311586482d97", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=doors, condition_col=doors.", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_2798f5263c2f7c8c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2798f5263c2f7c8c", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 19840, + "output_tokens": 188, + "total_tokens": 22092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1814, + "estimated_output_tokens": 172, + "estimated_total_tokens": 1986, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11982.27, + "sql_execution_elapsed_ms_total": 1.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_2798f5263c2f7c8c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0bb65358e8ed563c890e83bdb1979e9c82c21f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2798f5263c2f7c8c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:43.277355+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11982.27, "started_at": "2026-05-04T08:11:31.278899+00:00", "ended_at": "2026-05-04T08:11:43.261030+00:00", "prompt_metrics": {"chars": 6460, "bytes_utf8": 6460, "lines": 183, "estimated_tokens": 1814}, "response_metrics": {"chars": 658, "bytes_utf8": 658, "lines": 1, "estimated_tokens": 172}, "usage": {"input_tokens": 21904, "cached_input_tokens": 19840, "output_tokens": 188}, "stderr_preview": "2026-05-04T08:11:31.457115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:33.926835Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=doors.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "doors", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "5more", + "entity_col": "doors", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1988f92779331741fdd69f7500b7edccb5015b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-8539-7bd3-a3fc-64244e30358c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"doors\\\", COUNT(DISTINCT \\\"doors\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '5more'\\nGROUP BY \\\"doors\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided template and bindings exactly: grouped by \\\"doors\\\", counted distinct \\\"doors\\\", and filtered to rows where \\\"doors\\\" = '5more'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":20864,"output_tokens":189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a3e476d7ec69a945df2811d8f9c2bf36351abc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"doors\", COUNT(DISTINCT \"doors\") AS distinct_entities\nFROM \"c2\"\nWHERE \"doors\" = '5more'\nGROUP BY \"doors\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the provided template and bindings exactly: grouped by \"doors\", counted distinct \"doors\", and filtered to rows where \"doors\" = '5more'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88bfb2dc6a11c75d160e03e7b8575d5ee4cbff0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:44.110744Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:46.624483Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:55.519662Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acad32fddfcbacd90b646f26b2c6a288645cf95d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=doors. +Result preview: [{"doors": "5more", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bee5e816625841d205c150ac83ee7d7787289a18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_29793afbcf156988 +-- problem_id: v2p_c2_2cf1582a7a0308e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(DISTINCT "doors") AS distinct_entities +FROM "c2" +WHERE "doors" = '5more' +GROUP BY "doors" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a96a5fdd7a5a1437ad0cc4d9de702a50e5a0bd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"doors\", COUNT(DISTINCT \"doors\") AS distinct_entities\nFROM \"c2\"\nWHERE \"doors\" = '5more'\nGROUP BY \"doors\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"doors\\\", COUNT(DISTINCT \\\"doors\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '5more'\\nGROUP BY \\\"doors\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"doors\", \"distinct_entities\"], \"rows\": [{\"doors\": \"5more\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1aab027deea66f88712ffb5b695a3954df19aca2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:41:43.818819+00:00", + "ended_at": "2026-05-04T08:41:56.369703+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_29793afbcf156988", + "problem_id": "v2p_c2_2cf1582a7a0308e5", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "5more", + "entity_col": "doors", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_29793afbcf156988.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_29793afbcf156988", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 189, + "total_tokens": 21962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1784, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12512.35, + "sql_execution_elapsed_ms_total": 0.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_29793afbcf156988\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5237d1ff1adb1cb6b27f044aa0a2037529c88480 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29793afbcf156988/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:56.356815+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12512.35, "started_at": "2026-05-04T08:41:43.820546+00:00", "ended_at": "2026-05-04T08:41:56.333009+00:00", "prompt_metrics": {"chars": 5983, "bytes_utf8": 5983, "lines": 184, "estimated_tokens": 1685}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21773, "cached_input_tokens": 20864, "output_tokens": 189}, "stderr_preview": "2026-05-04T08:41:44.110744Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:46.624483Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "class", + "target_col": "class", + "target_value": "vgood", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec3a1df312097e352522c79725ca6881daa4b5bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-eb44-7c63-a544-7e539c42aca6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"maint\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", and target_value='vgood'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":20864,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..520490b7501543d9b8a247e721983f0d3673094e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"class\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"class\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"maint\", group_col_2=\"class\", target_col=\"class\", and target_value='vgood'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ed89d9d6a39f890129d7cb02eec0c04cca04101 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:57.294883Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:59.704968Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:07.284518Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..09e51fddf3d7a0c41db5cce390350f369fc3723f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=class, target_col=class. +Result preview: [{"maint": "high", "class": "vgood", "target_rate": 1.0}, {"maint": "low", "class": "vgood", "target_rate": 1.0}, {"maint": "med", "class": "vgood", "target_rate": 1.0}, {"maint": "high", "class": "acc", "target_rate": 0.0}, {"maint": "high", "class": "unacc", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c4acc0b8908b911b0cb75cc43f90732a232c041 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_29836e99e436a209 +-- problem_id: v2p_c2_0c6efbb73557f4a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "class", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dee4bf44551845ac48263ce3bd9e3b99f46a0df7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"class\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"class\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"class\", \"target_rate\"], \"rows\": [{\"maint\": \"high\", \"class\": \"vgood\", \"target_rate\": 1.0}, {\"maint\": \"low\", \"class\": \"vgood\", \"target_rate\": 1.0}, {\"maint\": \"med\", \"class\": \"vgood\", \"target_rate\": 1.0}, {\"maint\": \"high\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"high\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"class\": \"good\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"class\": \"good\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"class\": \"unacc\", \"target_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e4a1ca1d33e04b3f67a51ebaf8abdc2be55c824 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:15:57.124405+00:00", + "ended_at": "2026-05-04T08:16:08.210758+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_29836e99e436a209", + "problem_id": "v2p_c2_0c6efbb73557f4a2", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "class", + "target_col": "class", + "target_value": "vgood", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_29836e99e436a209.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_29836e99e436a209", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 20864, + "output_tokens": 137, + "total_tokens": 21934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 121, + "estimated_total_tokens": 1828, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11058.07, + "sql_execution_elapsed_ms_total": 1.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_29836e99e436a209\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64666a7f62aad4efa458ca3712fdff5e88c5987c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_29836e99e436a209/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:08.201324+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11058.07, "started_at": "2026-05-04T08:15:57.126357+00:00", "ended_at": "2026-05-04T08:16:08.184203+00:00", "prompt_metrics": {"chars": 5953, "bytes_utf8": 5953, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 21797, "cached_input_tokens": 20864, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:15:57.294883Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:59.704968Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=buying, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "unacc", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e0fd34cba9980680c72d6079e6609a025dace33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-a507-7673-b993-0318eeabd4a4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"buying\\\", target_col=\\\"class\\\", target_value='unacc', min_support=5, and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":20864,"output_tokens":214}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..feb591640f53ca7a727060ddc767b623b16d32e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"buying\", target_col=\"class\", target_value='unacc', min_support=5, and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63568dc7700a4da662b1a68a0bd5be391fc1ba61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:40.235991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:42.689335Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:52.828513Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..956d8e25e1aef53ce3f72859df6b05ff1fdd1bb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=buying, target_col=class. +Result preview: [{"buying": "vhigh", "support": 432, "focus_rate": 0.8333333333333334}, {"buying": "high", "support": 432, "focus_rate": 0.75}, {"buying": "med", "support": 432, "focus_rate": 0.6203703703703703}, {"buying": "low", "support": 432, "focus_rate": 0.5972222222222222}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aef0970e287090c1619f5209e25a6e08dd9ff9aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_2a191cce236d4449 +-- problem_id: v2p_c2_42eb8154373414d7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c22bbf73aa6ddea413e634f117125cead4fd7841 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"buying\", \"support\", \"focus_rate\"], \"rows\": [{\"buying\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.8333333333333334}, {\"buying\": \"high\", \"support\": 432, \"focus_rate\": 0.75}, {\"buying\": \"med\", \"support\": 432, \"focus_rate\": 0.6203703703703703}, {\"buying\": \"low\", \"support\": 432, \"focus_rate\": 0.5972222222222222}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..66e8fda954d7f737af76f0c7aa0c9554c25b73b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:27:40.012092+00:00", + "ended_at": "2026-05-04T08:27:53.678694+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_2a191cce236d4449", + "problem_id": "v2p_c2_42eb8154373414d7", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=buying, target_col=class.", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "unacc", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_2a191cce236d4449.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2a191cce236d4449", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 214, + "total_tokens": 22025, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13631.67, + "sql_execution_elapsed_ms_total": 2.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_2a191cce236d4449\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04d1e416ab11a3544290c8ea050068db86db2c01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:53.668107+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13631.67, "started_at": "2026-05-04T08:27:40.012092+00:00", "ended_at": "2026-05-04T08:27:53.646536+00:00", "prompt_metrics": {"chars": 5997, "bytes_utf8": 5997, "lines": 181, "estimated_tokens": 1723}, "response_metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 21811, "cached_input_tokens": 20864, "output_tokens": 214}, "stderr_preview": "2026-05-04T08:27:40.235991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:42.689335Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"buying\\\", target_col=\\\"class\\\", target_value='unacc', min_support=5, and top_k=14.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b9f99f05571137facad8e09cd5bfbe9941527018 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2a191cce236d4449/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2a191cce236d4449", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 20864, + "output_tokens": 214, + "total_tokens": 22025, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13631.67, + "sql_execution_elapsed_ms_total": 2.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_2a191cce236d4449\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd2a4d2053aad6711a2798ca28617029d51f7364 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5760, "bytes_utf8": 5760, "lines": 180, "estimated_tokens": 1648}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21736, "cached_input_tokens": 19840, "output_tokens": 114}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24e6a033f205b2e7b0ae6e5f984bb537be71a9aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2b1f65a1b7d5d6d2", + "api_calls": 0, + "input_tokens": 21736, + "cached_input_tokens": 19840, + "output_tokens": 114, + "total_tokens": 21850, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1648, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10306.93, + "sql_execution_elapsed_ms_total": 1.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_2b1f65a1b7d5d6d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4dfa17c713378b80037078c68219eb1d47061190 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:27:03.583751+00:00", + "ended_at": "2026-05-04T08:27:13.890910+00:00", + "elapsed_ms": 10306.93, + "prompt_metrics": { + "chars": 5760, + "bytes_utf8": 5760, + "lines": 180, + "estimated_tokens": 1648 + }, + "stdout_metrics": { + "chars": 719, + "bytes_utf8": 719, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 21736, + "cached_input_tokens": 19840, + "output_tokens": 114 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..999a3e22cfa7281b85d139e54ce4e7fd97daf06f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=safety.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "doors", + "group_col_2": "safety", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca7c20f1f2ec385ab0395de1dec6458afd037268 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-16b6-7bd0-bea5-fe28fa9f7024"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Two-Dimensional Top-k Count template with group_col=\\\"doors\\\", group_col_2=\\\"safety\\\", and top_k=11 using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21736,"cached_input_tokens":19840,"output_tokens":114}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dca404a2c4bb0167cb3283c82f7e34565f912901 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"safety\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"safety\"\nORDER BY support DESC\nLIMIT 11;","notes":"Applied the provided Two-Dimensional Top-k Count template with group_col=\"doors\", group_col_2=\"safety\", and top_k=11 using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53079eff027f20c91af035924a6f57993bbdf0bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:03.822102Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:06.267323Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:13.087212Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..85dc7f4ccf355c5414ac50227e4f1245820dde05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=safety. +Result preview: [{"doors": "2", "safety": "high", "support": 144}, {"doors": "2", "safety": "low", "support": 144}, {"doors": "2", "safety": "med", "support": 144}, {"doors": "3", "safety": "high", "support": 144}, {"doors": "3", "safety": "low", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1724d0dd26096761eeb96f4f94a19dc11cd59e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_2b1f65a1b7d5d6d2 +-- problem_id: v2p_c2_eb95e8629f4944f7 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "safety", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "safety" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8246c0bff20152b1dd5818bb5ec5d6c8d2f1a9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"safety\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"safety\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"doors\", \"safety\", \"support\"], \"rows\": [{\"doors\": \"2\", \"safety\": \"high\", \"support\": 144}, {\"doors\": \"2\", \"safety\": \"low\", \"support\": 144}, {\"doors\": \"2\", \"safety\": \"med\", \"support\": 144}, {\"doors\": \"3\", \"safety\": \"high\", \"support\": 144}, {\"doors\": \"3\", \"safety\": \"low\", \"support\": 144}, {\"doors\": \"3\", \"safety\": \"med\", \"support\": 144}, {\"doors\": \"4\", \"safety\": \"high\", \"support\": 144}, {\"doors\": \"4\", \"safety\": \"low\", \"support\": 144}, {\"doors\": \"4\", \"safety\": \"med\", \"support\": 144}, {\"doors\": \"5more\", \"safety\": \"high\", \"support\": 144}, {\"doors\": \"5more\", \"safety\": \"low\", \"support\": 144}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dee575b8bf0809c75c10b14bbcaf7d1bcccd2e06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:27:03.582061+00:00", + "ended_at": "2026-05-04T08:27:13.919098+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_2b1f65a1b7d5d6d2", + "problem_id": "v2p_c2_eb95e8629f4944f7", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=safety.", + "bindings": { + "group_col": "doors", + "group_col_2": "safety", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_2b1f65a1b7d5d6d2.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2b1f65a1b7d5d6d2", + "api_calls": 0, + "input_tokens": 21736, + "cached_input_tokens": 19840, + "output_tokens": 114, + "total_tokens": 21850, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1648, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10306.93, + "sql_execution_elapsed_ms_total": 1.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_2b1f65a1b7d5d6d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd6434aa431eb02b90c4e74e8a38594c8adf2aab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2b1f65a1b7d5d6d2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:13.909132+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10306.93, "started_at": "2026-05-04T08:27:03.583751+00:00", "ended_at": "2026-05-04T08:27:13.890910+00:00", "prompt_metrics": {"chars": 5760, "bytes_utf8": 5760, "lines": 180, "estimated_tokens": 1648}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21736, "cached_input_tokens": 19840, "output_tokens": 114}, "stderr_preview": "2026-05-04T08:27:03.822102Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:06.267323Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=safety.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92578fedb1bd5b30cb51884194c5c8d7587e471f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-acf0-7243-a786-5d69ab720c38"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"safety\\\"\\nLIMIT 14;\",\"notes\":\"Applied the provided Pairwise Sparse Slice Count template with group_col=\\\"buying\\\", group_col_2=\\\"safety\\\", table=\\\"c2\\\", and top_k=14. Query is SQLite-compatible and uses only the allowed single table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21774,"cached_input_tokens":20864,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..195018861d100a44e1f083b6321be8061b169ae2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"safety\"\nORDER BY support ASC, \"buying\", \"safety\"\nLIMIT 14;","notes":"Applied the provided Pairwise Sparse Slice Count template with group_col=\"buying\", group_col_2=\"safety\", table=\"c2\", and top_k=14. Query is SQLite-compatible and uses only the allowed single table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0951ddc09b5a03f2ea78e3554ba17a6c46c244fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:21.009587Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:23.404280Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:31.622982Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f2c1303e6458268fd0d151590f4f5ed65801711 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=safety. +Result preview: [{"buying": "high", "safety": "high", "support": 144}, {"buying": "high", "safety": "low", "support": 144}, {"buying": "high", "safety": "med", "support": 144}, {"buying": "low", "safety": "high", "support": 144}, {"buying": "low", "safety": "low", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34d8b7c9e3700e481200dc73dc16a7324c760b8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_2dd822d1c8b3fb17 +-- problem_id: v2p_c2_6f0bead1c600c23b +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "safety" +ORDER BY support ASC, "buying", "safety" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9158c734c6a189264673c262be429ac030bd5fc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"safety\"\nORDER BY support ASC, \"buying\", \"safety\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"safety\\\"\\nLIMIT 14;\", \"columns\": [\"buying\", \"safety\", \"support\"], \"rows\": [{\"buying\": \"high\", \"safety\": \"high\", \"support\": 144}, {\"buying\": \"high\", \"safety\": \"low\", \"support\": 144}, {\"buying\": \"high\", \"safety\": \"med\", \"support\": 144}, {\"buying\": \"low\", \"safety\": \"high\", \"support\": 144}, {\"buying\": \"low\", \"safety\": \"low\", \"support\": 144}, {\"buying\": \"low\", \"safety\": \"med\", \"support\": 144}, {\"buying\": \"med\", \"safety\": \"high\", \"support\": 144}, {\"buying\": \"med\", \"safety\": \"low\", \"support\": 144}, {\"buying\": \"med\", \"safety\": \"med\", \"support\": 144}, {\"buying\": \"vhigh\", \"safety\": \"high\", \"support\": 144}, {\"buying\": \"vhigh\", \"safety\": \"low\", \"support\": 144}, {\"buying\": \"vhigh\", \"safety\": \"med\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d4b454fa785440e066a911f7483e08f5f20e3ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:35:20.810332+00:00", + "ended_at": "2026-05-04T08:35:32.837735+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_2dd822d1c8b3fb17", + "problem_id": "v2p_c2_6f0bead1c600c23b", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=safety.", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_2dd822d1c8b3fb17.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_2dd822d1c8b3fb17", + "api_calls": 0, + "input_tokens": 21774, + "cached_input_tokens": 20864, + "output_tokens": 140, + "total_tokens": 21914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1810, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11998.5, + "sql_execution_elapsed_ms_total": 1.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_2dd822d1c8b3fb17\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a1995dc04078263039b79632a0b23a42b88328c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_2dd822d1c8b3fb17/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:32.828050+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11998.5, "started_at": "2026-05-04T08:35:20.812876+00:00", "ended_at": "2026-05-04T08:35:32.811681+00:00", "prompt_metrics": {"chars": 5827, "bytes_utf8": 5827, "lines": 180, "estimated_tokens": 1686}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21774, "cached_input_tokens": 20864, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:35:21.009587Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:23.404280Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "unacc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47c41dd14543e58aa57c0b036351c5abf3e0a20a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-2ac0-7ca3-a294-f3784cbd1f29"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested template exactly with group_col=\\\"class\\\" and condition_col=\\\"class\\\". This creates a self-contrast by class, so groups other than 'acc' will have NULL denominators and the 'unacc' group will have no matching 'acc' rows within-group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21906,"cached_input_tokens":20864,"output_tokens":294}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24482b93bc2a6d8b1089d4095d8b23db1f411fd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested template exactly with group_col=\"class\" and condition_col=\"class\". This creates a self-contrast by class, so groups other than 'acc' will have NULL denominators and the 'unacc' group will have no matching 'acc' rows within-group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..109cb4fa858d0948d25f17297ee898b31c46af79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:45.880309Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:48.273666Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:01.249607Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b059c30ae70fc5c46024a3d9623c54f333bee007 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "acc", "condition_ratio": 0.0}, {"class": "good", "condition_ratio": null}, {"class": "unacc", "condition_ratio": null}, {"class": "vgood", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..30d8244cdeb15afa5d60936942b2458f3205eb1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_3118319e52501924 +-- problem_id: v2p_c2_e515b652e4a3a4f9 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85be89fa49d09131159b317e5cf10db92d1ae66f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"class\", \"condition_ratio\"], \"rows\": [{\"class\": \"acc\", \"condition_ratio\": 0.0}, {\"class\": \"good\", \"condition_ratio\": null}, {\"class\": \"unacc\", \"condition_ratio\": null}, {\"class\": \"vgood\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..365cf655fc89804b2e141b14971179577601ce74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:10:45.698415+00:00", + "ended_at": "2026-05-04T08:11:01.979998+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3118319e52501924", + "problem_id": "v2p_c2_e515b652e4a3a4f9", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "unacc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_3118319e52501924.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3118319e52501924", + "api_calls": 0, + "input_tokens": 21906, + "cached_input_tokens": 20864, + "output_tokens": 294, + "total_tokens": 22200, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1816, + "estimated_output_tokens": 190, + "estimated_total_tokens": 2006, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16247.41, + "sql_execution_elapsed_ms_total": 1.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_3118319e52501924\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cca9b1ff012ee7358aa51d255c37fb5a3d355c83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3118319e52501924/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:01.971136+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16247.41, "started_at": "2026-05-04T08:10:45.700236+00:00", "ended_at": "2026-05-04T08:11:01.947914+00:00", "prompt_metrics": {"chars": 6469, "bytes_utf8": 6469, "lines": 183, "estimated_tokens": 1816}, "response_metrics": {"chars": 734, "bytes_utf8": 734, "lines": 1, "estimated_tokens": 190}, "usage": {"input_tokens": 21906, "cached_input_tokens": 20864, "output_tokens": 294}, "stderr_preview": "2026-05-04T08:10:45.880309Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:48.273666Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..97f5e29779c4927ff48309874ce6b7cefaacd10b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-6ab0-72b0-8723-9d6ccef6c55f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with group_col bound to \\\"buying\\\" and predicate_col fixed to \\\"buying\\\" = 'high'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":19840,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c71611f16cb128a510406e46dc539f618dcadbf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the required template with group_col bound to \"buying\" and predicate_col fixed to \"buying\" = 'high'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27acc9e090cba51644c147f2e23f7f3c555fba81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:08.684726Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:11.071195Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:19.372632Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc33682cbc62683431c5e577fbc8ec2d154769b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying. +Result preview: [{"buying": "high", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..498c71cdb6207a61369ff8f9a6858a696d64a2fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_3239bda3c78b00f5 +-- problem_id: v2p_c2_d5e95d7d67fc2c83 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5d18507e4b1139dd96c65f14aa46c4c5d906f2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"buying\", \"support\"], \"rows\": [{\"buying\": \"high\", \"support\": 432}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1fbd72a3950040b00b593ff4b33418ce0e16e38b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:24:08.412565+00:00", + "ended_at": "2026-05-04T08:24:20.462541+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3239bda3c78b00f5", + "problem_id": "v2p_c2_d5e95d7d67fc2c83", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_3239bda3c78b00f5.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3239bda3c78b00f5", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 21901, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1756, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12014.21, + "sql_execution_elapsed_ms_total": 1.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_3239bda3c78b00f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dce7d0af033a9f260d82cd7a2082865d6f116e28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3239bda3c78b00f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:20.449226+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12014.21, "started_at": "2026-05-04T08:24:08.415555+00:00", "ended_at": "2026-05-04T08:24:20.429535+00:00", "prompt_metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21743, "cached_input_tokens": 19840, "output_tokens": 158}, "stderr_preview": "2026-05-04T08:24:08.684726Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:11.071195Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=doors.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "doors", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4af4853deb7b19ba068792a60011263aecaa7e49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-18b1-7452-a3fb-a5da4617106f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY support ASC, \\\"doors\\\"\\nLIMIT 15;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"doors\\\" and top_k=15 on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21704,"cached_input_tokens":20864,"output_tokens":105}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d44140af3d4877ae4e0c334abfc74fd61882edd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"doors\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY support ASC, \"doors\"\nLIMIT 15;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"doors\" and top_k=15 on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80d0ef3c7e7a96d29f474741e76608c14cdcc8d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:37.522333Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:39.969678Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:48.067846Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a88ca45c84d23cdd4c505af8a3f6a6d02b1b7ef6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=doors. +Result preview: [{"doors": "2", "support": 432}, {"doors": "3", "support": 432}, {"doors": "4", "support": 432}, {"doors": "5more", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f684a7979a693295b6adeaab069d76cfa7811603 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_34537e335777035b +-- problem_id: v2p_c2_d29460be9e7ab7d1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support +FROM "c2" +GROUP BY "doors" +ORDER BY support ASC, "doors" +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac44951e0f95569257050ae3b033bb42d3065707 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"doors\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY support ASC, \"doors\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY support ASC, \\\"doors\\\"\\nLIMIT 15;\", \"columns\": [\"doors\", \"support\"], \"rows\": [{\"doors\": \"2\", \"support\": 432}, {\"doors\": \"3\", \"support\": 432}, {\"doors\": \"4\", \"support\": 432}, {\"doors\": \"5more\", \"support\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..048e740a01c71866405b0f7abe7433d1f8141b3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:33:37.323166+00:00", + "ended_at": "2026-05-04T08:33:48.862840+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_34537e335777035b", + "problem_id": "v2p_c2_d29460be9e7ab7d1", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_34537e335777035b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_34537e335777035b", + "api_calls": 0, + "input_tokens": 21704, + "cached_input_tokens": 20864, + "output_tokens": 105, + "total_tokens": 21809, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1616, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1705, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11496.12, + "sql_execution_elapsed_ms_total": 1.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_34537e335777035b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2dff434d614a5fe0ec4fb0e4e923ad14d2222083 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_34537e335777035b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:48.850627+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11496.12, "started_at": "2026-05-04T08:33:37.325282+00:00", "ended_at": "2026-05-04T08:33:48.821416+00:00", "prompt_metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1616}, "response_metrics": {"chars": 323, "bytes_utf8": 323, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21704, "cached_input_tokens": 20864, "output_tokens": 105}, "stderr_preview": "2026-05-04T08:33:37.522333Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:39.969678Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=buying, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "unacc", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bd0f264a276f671ae7572171d598ba882c6fc13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-da68-7ba0-939c-d62346953741"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"buying\\\", target_col=\\\"class\\\", target_value='unacc', min_support=4, and top_k=19 using only table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":19840,"output_tokens":197}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5badde93b9038e673eb553129eff146d8f6c540b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Filled the provided Tail Target-Rate Extremes template with group_col=\"buying\", target_col=\"class\", target_value='unacc', min_support=4, and top_k=19 using only table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a477389c988a0691afcb3e758ba80e46073e5e37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:53.901975Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:56.193062Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:04.695950Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc36efa74d5152daedb32786d8c87abb92e849fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=buying, target_col=class. +Result preview: [{"buying": "vhigh", "support": 432, "focus_rate": 0.8333333333333334}, {"buying": "high", "support": 432, "focus_rate": 0.75}, {"buying": "med", "support": 432, "focus_rate": 0.6203703703703703}, {"buying": "low", "support": 432, "focus_rate": 0.5972222222222222}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..616e17824107b43dbbe4a865e0bcc03eefd4bf46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_36faee68b5beb83b +-- problem_id: v2p_c2_8f021547e48b2c11 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92444eb1ddabaca5f10fc52c08e200a81b966ba9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"buying\", \"support\", \"focus_rate\"], \"rows\": [{\"buying\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.8333333333333334}, {\"buying\": \"high\", \"support\": 432, \"focus_rate\": 0.75}, {\"buying\": \"med\", \"support\": 432, \"focus_rate\": 0.6203703703703703}, {\"buying\": \"low\", \"support\": 432, \"focus_rate\": 0.5972222222222222}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..548c5ba468421071d64ed3eb1293c57f0cc47997 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:27:53.681238+00:00", + "ended_at": "2026-05-04T08:28:05.507845+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_36faee68b5beb83b", + "problem_id": "v2p_c2_8f021547e48b2c11", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=buying, target_col=class.", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "unacc", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_36faee68b5beb83b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_36faee68b5beb83b", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 19840, + "output_tokens": 197, + "total_tokens": 22008, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 141, + "estimated_total_tokens": 1864, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11793.24, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_36faee68b5beb83b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94941b91f4e7ace694f7b6745396dab11e23cd6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:05.498569+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11793.24, "started_at": "2026-05-04T08:27:53.683939+00:00", "ended_at": "2026-05-04T08:28:05.477251+00:00", "prompt_metrics": {"chars": 5997, "bytes_utf8": 5997, "lines": 181, "estimated_tokens": 1723}, "response_metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 21811, "cached_input_tokens": 19840, "output_tokens": 197}, "stderr_preview": "2026-05-04T08:27:53.901975Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:56.193062Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"buying\\\", target_col=\\\"class\\\", target_value='unacc', min_support=4, and top_k=19 using only table \\\"c2\\\".\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e62b9fba19a862fff147566ff6ade5170691cd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_36faee68b5beb83b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_36faee68b5beb83b", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 19840, + "output_tokens": 197, + "total_tokens": 22008, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 141, + "estimated_total_tokens": 1864, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11793.24, + "sql_execution_elapsed_ms_total": 1.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_36faee68b5beb83b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..547db5bcc42ec86b5b5d4df22f3d56ea1c6793aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5833, "bytes_utf8": 5833, "lines": 180, "estimated_tokens": 1688}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21776, "cached_input_tokens": 19840, "output_tokens": 125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a53e286b57d135e9937e2de3c6473c543bd202da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3702e0ab01a405fe", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 21901, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11067.05, + "sql_execution_elapsed_ms_total": 1.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_3702e0ab01a405fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d77da19573109ff67fe39c2276a60ad666d9f873 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:35:09.714522+00:00", + "ended_at": "2026-05-04T08:35:20.781806+00:00", + "elapsed_ms": 11067.05, + "prompt_metrics": { + "chars": 5833, + "bytes_utf8": 5833, + "lines": 180, + "estimated_tokens": 1688 + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": 224 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13252 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 383, + "bytes_utf8": 383, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 21776, + "cached_input_tokens": 19840, + "output_tokens": 125 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81215755b12b329173f5c29f4a9b67546d9b6395 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=lug_boot.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51d494be4891899f94f3c5fa2e12f1b0c4e38c35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-8191-71a3-b9fa-54ecde94557c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"lug_boot\\\"\\nLIMIT 18;\",\"notes\":\"Uses the required Pairwise Sparse Slice Count template with group_col=\\\"buying\\\" and group_col_2=\\\"lug_boot\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":19840,"output_tokens":125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..890e1c1b57a856a3ed3125efdb1e8242134ae431 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY support ASC, \"buying\", \"lug_boot\"\nLIMIT 18;","notes":"Uses the required Pairwise Sparse Slice Count template with group_col=\"buying\" and group_col_2=\"lug_boot\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ff3f8e0f965937592c768bed5d199b176fca8a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:09.883386Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:12.475371Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:19.922948Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c03675aa2a70a7f0ab0190d90eb8330f4e026f4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=lug_boot. +Result preview: [{"buying": "high", "lug_boot": "big", "support": 144}, {"buying": "high", "lug_boot": "med", "support": 144}, {"buying": "high", "lug_boot": "small", "support": 144}, {"buying": "low", "lug_boot": "big", "support": 144}, {"buying": "low", "lug_boot": "med", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e89f94261ed2c9def2b35ce128c0c9820a48148e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_3702e0ab01a405fe +-- problem_id: v2p_c2_f3f1fa5938cd28a8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY support ASC, "buying", "lug_boot" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a5d852f4e3d80ab33b22a6c5d17a00015331a3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY support ASC, \"buying\", \"lug_boot\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"lug_boot\\\"\\nLIMIT 18;\", \"columns\": [\"buying\", \"lug_boot\", \"support\"], \"rows\": [{\"buying\": \"high\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"high\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"high\", \"lug_boot\": \"small\", \"support\": 144}, {\"buying\": \"low\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"low\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"low\", \"lug_boot\": \"small\", \"support\": 144}, {\"buying\": \"med\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"med\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"med\", \"lug_boot\": \"small\", \"support\": 144}, {\"buying\": \"vhigh\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"vhigh\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"vhigh\", \"lug_boot\": \"small\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f5b9a156fe8d9fed2d8e498faea6ff4e9a7a3db9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:35:09.710244+00:00", + "ended_at": "2026-05-04T08:35:20.808217+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3702e0ab01a405fe", + "problem_id": "v2p_c2_f3f1fa5938cd28a8", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=lug_boot.", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_3702e0ab01a405fe.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3702e0ab01a405fe", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 21901, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11067.05, + "sql_execution_elapsed_ms_total": 1.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_3702e0ab01a405fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea74d7fd2e726879afd4a7130fa7c1b4c38f2dfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3702e0ab01a405fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:20.798846+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11067.05, "started_at": "2026-05-04T08:35:09.714522+00:00", "ended_at": "2026-05-04T08:35:20.781806+00:00", "prompt_metrics": {"chars": 5833, "bytes_utf8": 5833, "lines": 180, "estimated_tokens": 1688}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21776, "cached_input_tokens": 19840, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:35:09.883386Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:12.475371Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=lug_boot.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c4cfe1c7c72ea15d36d02ebddf4caa18bb500b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df222-def4-7210-813b-ac244cd626ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"lug_boot\\\"\\nLIMIT 13;\",\"notes\":\"Applied the provided Pairwise Sparse Slice Count template with group_col=\\\"maint\\\" and group_col_2=\\\"lug_boot\\\" on the single table \\\"c2\\\" using SQLite-compatible syntax and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":20864,"output_tokens":154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55d0d32317c11efc2ac0afed3c99e38e50f50df0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY support ASC, \"maint\", \"lug_boot\"\nLIMIT 13;","notes":"Applied the provided Pairwise Sparse Slice Count template with group_col=\"maint\" and group_col_2=\"lug_boot\" on the single table \"c2\" using SQLite-compatible syntax and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4911e529dc2f0d3fcfd1128c8929d8c22b36027c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:37:44.866404Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:37:47.340029Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:37:56.038545Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cf752a584a15994e4525e27db491101c39719ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=lug_boot. +Result preview: [{"maint": "high", "lug_boot": "big", "support": 144}, {"maint": "high", "lug_boot": "med", "support": 144}, {"maint": "high", "lug_boot": "small", "support": 144}, {"maint": "low", "lug_boot": "big", "support": 144}, {"maint": "low", "lug_boot": "med", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..02696c7a4b681358dd8eccfdbcecd2f54a2dbea3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_376bcfef62255526 +-- problem_id: v2p_c2_2dad9f9d4274aec1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "lug_boot" +ORDER BY support ASC, "maint", "lug_boot" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90fcbd98ea38bda2d4d479c4a57469934b69878a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY support ASC, \"maint\", \"lug_boot\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"lug_boot\\\"\\nLIMIT 13;\", \"columns\": [\"maint\", \"lug_boot\", \"support\"], \"rows\": [{\"maint\": \"high\", \"lug_boot\": \"big\", \"support\": 144}, {\"maint\": \"high\", \"lug_boot\": \"med\", \"support\": 144}, {\"maint\": \"high\", \"lug_boot\": \"small\", \"support\": 144}, {\"maint\": \"low\", \"lug_boot\": \"big\", \"support\": 144}, {\"maint\": \"low\", \"lug_boot\": \"med\", \"support\": 144}, {\"maint\": \"low\", \"lug_boot\": \"small\", \"support\": 144}, {\"maint\": \"med\", \"lug_boot\": \"big\", \"support\": 144}, {\"maint\": \"med\", \"lug_boot\": \"med\", \"support\": 144}, {\"maint\": \"med\", \"lug_boot\": \"small\", \"support\": 144}, {\"maint\": \"vhigh\", \"lug_boot\": \"big\", \"support\": 144}, {\"maint\": \"vhigh\", \"lug_boot\": \"med\", \"support\": 144}, {\"maint\": \"vhigh\", \"lug_boot\": \"small\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7811e3a2a37bd24540189dd927d711a83801a12f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:37:44.676093+00:00", + "ended_at": "2026-05-04T08:37:56.932622+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_376bcfef62255526", + "problem_id": "v2p_c2_2dad9f9d4274aec1", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=lug_boot.", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_376bcfef62255526.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_376bcfef62255526", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 154, + "total_tokens": 21927, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 112, + "estimated_total_tokens": 1797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12225.9, + "sql_execution_elapsed_ms_total": 2.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_376bcfef62255526\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6a0690943bf7e8a47ade3a6c0c1ea5da0436880 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_376bcfef62255526/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:37:56.922285+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12225.9, "started_at": "2026-05-04T08:37:44.678384+00:00", "ended_at": "2026-05-04T08:37:56.900298+00:00", "prompt_metrics": {"chars": 5829, "bytes_utf8": 5829, "lines": 180, "estimated_tokens": 1685}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 21773, "cached_input_tokens": 20864, "output_tokens": 154}, "stderr_preview": "2026-05-04T08:37:44.866404Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:37:47.340029Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=maint, condition_col=maint.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf40824d0f29742091f5feade9ced7e6504f4aa3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-9072-7860-8a72-23d1b0e526f3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"maint\\\" and condition_col=\\\"maint\\\". Since the grouping column and condition column are the same, the result shows a rate of 1 for the 'high' group and 0 for all other maint groups, which is consistent with the requested focused_target_view probe.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21756,"cached_input_tokens":20864,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41984ffc59715987aab695b20f5445ac8bebfbd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"maint\" and condition_col=\"maint\". Since the grouping column and condition column are the same, the result shows a rate of 1 for the 'high' group and 0 for all other maint groups, which is consistent with the requested focused_target_view probe."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f191c2b1da0c559e4b5c4b5d0d5216ffbe1b2e26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:56.217138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:58.602301Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:07.165181Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..801c67c900e47e7d27ac7f77a51d07243e657dba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=maint, condition_col=maint. +Result preview: [{"maint": "high", "condition_rate": 1.0}, {"maint": "vhigh", "condition_rate": 0.0}, {"maint": "med", "condition_rate": 0.0}, {"maint": "low", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..14bbaed3e5dca167cb58068643c403f87a481b00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_3817826812c13882 +-- problem_id: v2p_c2_0ae0bd25b574cd34 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c90d5f0c933c7668ad9cbd83ad3a1545c4f4fbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"maint\", \"condition_rate\"], \"rows\": [{\"maint\": \"high\", \"condition_rate\": 1.0}, {\"maint\": \"vhigh\", \"condition_rate\": 0.0}, {\"maint\": \"med\", \"condition_rate\": 0.0}, {\"maint\": \"low\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4e13d4a7655754fd051cfe30a15433360aeed423 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:19:56.018781+00:00", + "ended_at": "2026-05-04T08:20:08.069461+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3817826812c13882", + "problem_id": "v2p_c2_0ae0bd25b574cd34", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=maint, condition_col=maint.", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_3817826812c13882.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3817826812c13882", + "api_calls": 0, + "input_tokens": 21756, + "cached_input_tokens": 20864, + "output_tokens": 147, + "total_tokens": 21903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1666, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12021.89, + "sql_execution_elapsed_ms_total": 1.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_3817826812c13882\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b38f93c2930adad04014239ccd0125ce892efe0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3817826812c13882/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:08.059402+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12021.89, "started_at": "2026-05-04T08:19:56.021155+00:00", "ended_at": "2026-05-04T08:20:08.043289+00:00", "prompt_metrics": {"chars": 5898, "bytes_utf8": 5898, "lines": 183, "estimated_tokens": 1666}, "response_metrics": {"chars": 542, "bytes_utf8": 542, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21756, "cached_input_tokens": 20864, "output_tokens": 147}, "stderr_preview": "2026-05-04T08:19:56.217138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:58.602301Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "lug_boot", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "small", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51a86b853cdbd33cf0bc2144e03691c1ce5c459c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-5c02-7cb1-9a6d-dbd58b9a06ad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'small'\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with bound roles: group_col=\\\"lug_boot\\\" and predicate_col=\\\"lug_boot\\\", filtering to lug_boot='small'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21745,"cached_input_tokens":19840,"output_tokens":209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..297d5ea4ab8777666a5b70f019238ef934a0276e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"lug_boot\" = 'small'\nGROUP BY \"lug_boot\"\nORDER BY support DESC\nLIMIT 13;","notes":"Applied the provided Filtered Top-k Group Count template with bound roles: group_col=\"lug_boot\" and predicate_col=\"lug_boot\", filtering to lug_boot='small'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14d309985c3c3e3a9935d376ae378dae91fd21d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:59.400125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:01.838241Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:10.910528Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..608e9622ecd5a20d2dcac3f32ffcd231460d4893 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "small", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..20cc6f29798f3a12d867f58814e73566313a742e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_3a7f01f235d52991 +-- problem_id: v2p_c2_d2b2efc9ce49e1ae +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS support +FROM "c2" +WHERE "lug_boot" = 'small' +GROUP BY "lug_boot" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4bd9585acb3d71ac7eb91dd017095aaf7478fbe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"lug_boot\" = 'small'\nGROUP BY \"lug_boot\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'small'\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"lug_boot\", \"support\"], \"rows\": [{\"lug_boot\": \"small\", \"support\": 576}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.88}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..386b478aa5a0c0c7bb15d22d14e3e999062b7ce5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:22:59.140649+00:00", + "ended_at": "2026-05-04T08:23:11.877869+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3a7f01f235d52991", + "problem_id": "v2p_c2_d2b2efc9ce49e1ae", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "small", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_3a7f01f235d52991.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3a7f01f235d52991", + "api_calls": 0, + "input_tokens": 21745, + "cached_input_tokens": 19840, + "output_tokens": 209, + "total_tokens": 21954, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1657, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1754, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12710.11, + "sql_execution_elapsed_ms_total": 0.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_3a7f01f235d52991\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05ea4d44a0b81823d37256bb33e264b7446841ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a7f01f235d52991/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:11.869208+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12710.11, "started_at": "2026-05-04T08:22:59.142824+00:00", "ended_at": "2026-05-04T08:23:11.851405+00:00", "prompt_metrics": {"chars": 5854, "bytes_utf8": 5854, "lines": 182, "estimated_tokens": 1657}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21745, "cached_input_tokens": 19840, "output_tokens": 209}, "stderr_preview": "2026-05-04T08:22:59.400125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:01.838241Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "class", + "target_col": "class", + "target_value": "vgood", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d37a555369dd5bee0248f70996b5f2f9918d7dc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-bb69-7421-a94e-5ccde69e1ca4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template using the bound roles: group_col=maint, group_col_2=class, target_col=class, target_value='vgood'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21796,"cached_input_tokens":19840,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f96eb2ee84b11fb846659549e29a0af4075faba2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"class\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"class\"\nORDER BY target_rate DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template using the bound roles: group_col=maint, group_col_2=class, target_col=class, target_value='vgood'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13dfc403c4219b799e1fb414f2128d8a69f62188 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:45.089297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:47.438317Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:56.062302Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c09f6fda9898f3bcd9c18aebf46d920501b4b971 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=class, target_col=class. +Result preview: [{"maint": "high", "class": "vgood", "target_rate": 1.0}, {"maint": "low", "class": "vgood", "target_rate": 1.0}, {"maint": "med", "class": "vgood", "target_rate": 1.0}, {"maint": "high", "class": "acc", "target_rate": 0.0}, {"maint": "high", "class": "unacc", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b29a25860f21db67b73371d52cc6208d239f4d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_3a9b8c0ea972febb +-- problem_id: v2p_c2_981c28326f359bcf +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "class", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a2af81c774892ae3612ecdc76f3080507381685 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"class\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"class\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"class\", \"target_rate\"], \"rows\": [{\"maint\": \"high\", \"class\": \"vgood\", \"target_rate\": 1.0}, {\"maint\": \"low\", \"class\": \"vgood\", \"target_rate\": 1.0}, {\"maint\": \"med\", \"class\": \"vgood\", \"target_rate\": 1.0}, {\"maint\": \"high\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"high\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"class\": \"good\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"class\": \"good\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"class\": \"unacc\", \"target_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e877298958911bb45277c4bd0d55cb0617c47f11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:15:44.869623+00:00", + "ended_at": "2026-05-04T08:15:57.118790+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3a9b8c0ea972febb", + "problem_id": "v2p_c2_981c28326f359bcf", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "class", + "target_col": "class", + "target_value": "vgood", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_3a9b8c0ea972febb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3a9b8c0ea972febb", + "api_calls": 0, + "input_tokens": 21796, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 21936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1706, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1830, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12219.34, + "sql_execution_elapsed_ms_total": 2.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_3a9b8c0ea972febb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8c3acda48536da1b33c08e37a00846e6c60d2b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3a9b8c0ea972febb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:57.107079+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12219.34, "started_at": "2026-05-04T08:15:44.871308+00:00", "ended_at": "2026-05-04T08:15:57.090672+00:00", "prompt_metrics": {"chars": 5945, "bytes_utf8": 5945, "lines": 183, "estimated_tokens": 1706}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21796, "cached_input_tokens": 19840, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:15:45.089297Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:47.438317Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "buying", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22a64418a33c8d5548faedddbce9258adf356eb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-f274-7b40-b217-1d8394c618a8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the requested template with group_col, predicate_col, and entity_col all bound to \\\"buying\\\". This yields the distinct count of \\\"buying\\\" within the filtered subset where \\\"buying\\\" = 'high'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":20864,"output_tokens":213}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7caace8f66d371bbed243376620617136a29623b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the requested template with group_col, predicate_col, and entity_col all bound to \"buying\". This yields the distinct count of \"buying\" within the filtered subset where \"buying\" = 'high'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..376bcb9f57791c1353f0c6cd1499bc5fb8824154 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:17.554852Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:20.067842Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:28.811431Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed398301b6b86020fe1a29abe9d2c137cbb708cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=buying. +Result preview: [{"buying": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..435ca6ef80b2cf2157fc5f95710d7c7157fcf7ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_3bb8520905209515 +-- problem_id: v2p_c2_56be9c58e9926995 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14f751bd54d32bda589d888fe78f67b6e7a0b077 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"buying\", \"distinct_entities\"], \"rows\": [{\"buying\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17e65061fa366cf2427f749d22910beff04d5236 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:43:17.319920+00:00", + "ended_at": "2026-05-04T08:43:29.746068+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3bb8520905209515", + "problem_id": "v2p_c2_56be9c58e9926995", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "buying", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=140" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_3bb8520905209515.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3bb8520905209515", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 20864, + "output_tokens": 213, + "total_tokens": 21990, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1689, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12396.15, + "sql_execution_elapsed_ms_total": 1.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_3bb8520905209515\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fb53c6709115efbfddf9c48b34c74ad2bfb66aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3bb8520905209515/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:43:29.733012+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12396.15, "started_at": "2026-05-04T08:43:17.322114+00:00", "ended_at": "2026-05-04T08:43:29.718462+00:00", "prompt_metrics": {"chars": 5989, "bytes_utf8": 5989, "lines": 184, "estimated_tokens": 1689}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21777, "cached_input_tokens": 20864, "output_tokens": 213}, "stderr_preview": "2026-05-04T08:43:17.554852Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:20.067842Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying, group_col_2=lug_boot.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3954946e948eaac711497b9882426b4133ae760a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-4f28-7493-8521-6e069d005f3d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"lug_boot\\\"\\nLIMIT 13;\",\"notes\":\"Uses the provided Pairwise Sparse Slice Count template with group_col=buying, group_col_2=lug_boot, and top_k=13. Query is SQLite-compatible and restricted to the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":20864,"output_tokens":136}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cb10f6bb04cddc987c105acdf20d7fb9b93baa3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY support ASC, \"buying\", \"lug_boot\"\nLIMIT 13;","notes":"Uses the provided Pairwise Sparse Slice Count template with group_col=buying, group_col_2=lug_boot, and top_k=13. Query is SQLite-compatible and restricted to the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ccca7ec564aa7ff9b9063793da124d313deaa2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:56.999542Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:59.480520Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:08.848105Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ee0f3407b97c47f806fe1f2704410fed0a9a295 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying, group_col_2=lug_boot. +Result preview: [{"buying": "high", "lug_boot": "big", "support": 144}, {"buying": "high", "lug_boot": "med", "support": 144}, {"buying": "high", "lug_boot": "small", "support": 144}, {"buying": "low", "lug_boot": "big", "support": 144}, {"buying": "low", "lug_boot": "med", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4440dc3972733d98c511c5b2938204560dd1b56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_3d23e300ea120f39 +-- problem_id: v2p_c2_14705cc7f0408217 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY support ASC, "buying", "lug_boot" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..750261deae95a64b9b1a1966d2f046ce864e65e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY support ASC, \"buying\", \"lug_boot\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"lug_boot\\\"\\nLIMIT 13;\", \"columns\": [\"buying\", \"lug_boot\", \"support\"], \"rows\": [{\"buying\": \"high\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"high\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"high\", \"lug_boot\": \"small\", \"support\": 144}, {\"buying\": \"low\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"low\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"low\", \"lug_boot\": \"small\", \"support\": 144}, {\"buying\": \"med\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"med\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"med\", \"lug_boot\": \"small\", \"support\": 144}, {\"buying\": \"vhigh\", \"lug_boot\": \"big\", \"support\": 144}, {\"buying\": \"vhigh\", \"lug_boot\": \"med\", \"support\": 144}, {\"buying\": \"vhigh\", \"lug_boot\": \"small\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36cb748c5eb39e52ad47abdafb6ad7913db70113 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:34:56.804832+00:00", + "ended_at": "2026-05-04T08:35:09.709772+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3d23e300ea120f39", + "problem_id": "v2p_c2_14705cc7f0408217", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=buying, group_col_2=lug_boot.", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_3d23e300ea120f39.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3d23e300ea120f39", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 136, + "total_tokens": 21912, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 120, + "estimated_total_tokens": 1808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12868.32, + "sql_execution_elapsed_ms_total": 3.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_3d23e300ea120f39\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..487e6f3abe40b17ec973fc25554f3873d9c1a4e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3d23e300ea120f39/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:09.698728+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12868.32, "started_at": "2026-05-04T08:34:56.807174+00:00", "ended_at": "2026-05-04T08:35:09.674883+00:00", "prompt_metrics": {"chars": 5829, "bytes_utf8": 5829, "lines": 180, "estimated_tokens": 1688}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 21776, "cached_input_tokens": 20864, "output_tokens": 136}, "stderr_preview": "2026-05-04T08:34:56.999542Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:59.480520Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "unacc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e3a7c29585f90cfc3d7955828051aedd52b04d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-dc53-74e1-b1be-0390072edc8b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Using the provided Grouped Condition Rate template with group_col=\\\"class\\\" and condition_col=\\\"class\\\". This probes self-consistency of the target label by grouping on the same column used in the condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21758,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed446fc01a6d46d55b91755fabf6a58da2ea2cae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;","notes":"Using the provided Grouped Condition Rate template with group_col=\"class\" and condition_col=\"class\". This probes self-consistency of the target label by grouping on the same column used in the condition."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08d96cc09b461718de8b960c9b8aac5d375768da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:10.111394Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:12.556464Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:19.871074Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ba17713f8bcaf22e284c76fd9b671e77acb7484 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "unacc", "condition_rate": 1.0}, {"class": "vgood", "condition_rate": 0.0}, {"class": "good", "condition_rate": 0.0}, {"class": "acc", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4537abfb5da7ee8a00a241bfce7fafa9b0d473c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_3eb7fb646b0745cb +-- problem_id: v2p_c2_b36f9e59ee06568a +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2aafbedef1991b7e9bd4025cbdf0708af0c1d11d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"class\", \"condition_rate\"], \"rows\": [{\"class\": \"unacc\", \"condition_rate\": 1.0}, {\"class\": \"vgood\", \"condition_rate\": 0.0}, {\"class\": \"good\", \"condition_rate\": 0.0}, {\"class\": \"acc\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b4f3915d84f6ba659fc1ddc3d8c5e673471c6219 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:19:09.882497+00:00", + "ended_at": "2026-05-04T08:19:20.907470+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_3eb7fb646b0745cb", + "problem_id": "v2p_c2_b36f9e59ee06568a", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "unacc", + "positive_value": "unacc", + "negative_value": "acc", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_3eb7fb646b0745cb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_3eb7fb646b0745cb", + "api_calls": 0, + "input_tokens": 21758, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 21881, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1668, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1775, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10996.36, + "sql_execution_elapsed_ms_total": 1.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_3eb7fb646b0745cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be50d33b30783a0adfc37fbe17cc19d256e209dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_3eb7fb646b0745cb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:20.898893+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10996.36, "started_at": "2026-05-04T08:19:09.884302+00:00", "ended_at": "2026-05-04T08:19:20.880052+00:00", "prompt_metrics": {"chars": 5900, "bytes_utf8": 5900, "lines": 183, "estimated_tokens": 1668}, "response_metrics": {"chars": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21758, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:19:10.111394Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:12.556464Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "buying", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d38fb1ebca2cf37cf955829df4a1a60a468b4e63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-5c10-79a3-af92-0a4b43c6c197"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"buying\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21672,"cached_input_tokens":19840,"output_tokens":90}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce7a5947a62e52b48948e658cb185fe4d5d3cebb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"buying\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"buying\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9eb5034e5da43dd5abb1c8e9fbc74fcb4ac2fc1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:10.485221Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:12.829003Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:19.697550Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..30279ec67ea367a960ce971ed71284aa4519f95a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying. +Result preview: [{"buying": "vhigh", "row_count": 432}, {"buying": "med", "row_count": 432}, {"buying": "low", "row_count": 432}, {"buying": "high", "row_count": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c721b8a506637d601623cd244eb1c0f27cd3cd2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_415543b007a86ab1 +-- problem_id: v2p_c2_1e3a46f903c22d4c +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS row_count +FROM "c2" +GROUP BY "buying" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3919468d4624b3b93a927d013c7f68b302f41d1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"buying\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"buying\", \"row_count\"], \"rows\": [{\"buying\": \"vhigh\", \"row_count\": 432}, {\"buying\": \"med\", \"row_count\": 432}, {\"buying\": \"low\", \"row_count\": 432}, {\"buying\": \"high\", \"row_count\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2dad79acd2d877db56c76bb96be154dd301965b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:25:10.285099+00:00", + "ended_at": "2026-05-04T08:25:20.764409+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_415543b007a86ab1", + "problem_id": "v2p_c2_1e3a46f903c22d4c", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_415543b007a86ab1.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_415543b007a86ab1", + "api_calls": 0, + "input_tokens": 21672, + "cached_input_tokens": 19840, + "output_tokens": 90, + "total_tokens": 21762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1582, + "estimated_output_tokens": 74, + "estimated_total_tokens": 1656, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10449.33, + "sql_execution_elapsed_ms_total": 1.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_415543b007a86ab1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84789ffe93752d213db900ba1856d7e1932a3c4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_415543b007a86ab1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:20.754913+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10449.33, "started_at": "2026-05-04T08:25:10.287238+00:00", "ended_at": "2026-05-04T08:25:20.736984+00:00", "prompt_metrics": {"chars": 5571, "bytes_utf8": 5571, "lines": 178, "estimated_tokens": 1582}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 21672, "cached_input_tokens": 19840, "output_tokens": 90}, "stderr_preview": "2026-05-04T08:25:10.485221Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:12.829003Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=maint, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "unacc", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c87aa24d641dc9d114e2f435c1ce014004ce30f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-df3d-7773-a315-4d94f64a9913"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='unacc', min_support=4, and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":21376,"output_tokens":194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf1e091995be78612f1e94b508494f87fb745f53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"maint\", target_col=\"class\", target_value='unacc', min_support=4, and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b83f007339a2a892fbb88f62bef722a16356d530 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:11.746161Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:14.087182Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:22.767204Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f852934bc97194b6cb9ac55ddd5ef7c213f3d4f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=maint, target_col=class. +Result preview: [{"maint": "vhigh", "support": 432, "focus_rate": 0.8333333333333334}, {"maint": "high", "support": 432, "focus_rate": 0.7268518518518519}, {"maint": "low", "support": 432, "focus_rate": 0.6203703703703703}, {"maint": "med", "support": 432, "focus_rate": 0.6203703703703703}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e05b36a5511c071692e3bab32390f28cc0a5dbd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_454edb37d0a2c599 +-- problem_id: v2p_c2_b8bac175c0021826 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea3242274eb751f4b581a75096230839bf4d91bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"maint\", \"support\", \"focus_rate\"], \"rows\": [{\"maint\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.8333333333333334}, {\"maint\": \"high\", \"support\": 432, \"focus_rate\": 0.7268518518518519}, {\"maint\": \"low\", \"support\": 432, \"focus_rate\": 0.6203703703703703}, {\"maint\": \"med\", \"support\": 432, \"focus_rate\": 0.6203703703703703}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1f1cc1460e2c2d6f7aef4a2d5f44aabcc493316f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:31:11.528722+00:00", + "ended_at": "2026-05-04T08:31:23.667419+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_454edb37d0a2c599", + "problem_id": "v2p_c2_b8bac175c0021826", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=maint, target_col=class.", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "unacc", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_454edb37d0a2c599.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_454edb37d0a2c599", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 21376, + "output_tokens": 194, + "total_tokens": 22003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12109.14, + "sql_execution_elapsed_ms_total": 1.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_454edb37d0a2c599\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34e61a97ca9a4afbab1f8532f5e378a73290c769 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:23.658656+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12109.14, "started_at": "2026-05-04T08:31:11.530925+00:00", "ended_at": "2026-05-04T08:31:23.640071+00:00", "prompt_metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 181, "estimated_tokens": 1721}, "response_metrics": {"chars": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21809, "cached_input_tokens": 21376, "output_tokens": 194}, "stderr_preview": "2026-05-04T08:31:11.746161Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:14.087182Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='unacc', min_support=4, and top_k=17.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cd68104d867662a55ff34141ea117b6f6ebb3794 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_454edb37d0a2c599/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_454edb37d0a2c599", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 21376, + "output_tokens": 194, + "total_tokens": 22003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12109.14, + "sql_execution_elapsed_ms_total": 1.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_454edb37d0a2c599\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8281c1a1b9dc99386ef605ac61d0c843196b347 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6001, "bytes_utf8": 6001, "lines": 181, "estimated_tokens": 1721}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21809, "cached_input_tokens": 19840, "output_tokens": 204}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..01e5df8e76ec30e8d207addc45a96591d2b4ea93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4a181b7d931a6085", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 19840, + "output_tokens": 204, + "total_tokens": 22013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14074.7, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_4a181b7d931a6085\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bb6f0a6cd4d5daab87b32699335f4e7ea83ad552 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:29:05.784321+00:00", + "ended_at": "2026-05-04T08:29:19.858660+00:00", + "elapsed_ms": 14074.7, + "prompt_metrics": { + "chars": 6001, + "bytes_utf8": 6001, + "lines": 181, + "estimated_tokens": 1721 + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 4, + "estimated_tokens": 241 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 449, + "bytes_utf8": 449, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 21809, + "cached_input_tokens": 19840, + "output_tokens": 204 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad10cbce1ea02d789bed3504cd2ddccd4b18a47d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,181 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=persons, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "persons", + "target_col": "class", + "target_value": "vgood", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f44645d7c6a37a9f004fdb02bf6fe5ce130fb2f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-f400-7160-8a9a-039364b0e4fa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"persons\\\", target_col=\\\"class\\\", target_value='vgood', min_support=4, and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":19840,"output_tokens":204}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..812b5a07010af394a987820982fe3388ebdd90ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"persons\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"persons\", target_col=\"class\", target_value='vgood', min_support=4, and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..851090e5b06fee8de5ffa7c57598d7612c91e653 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:05.995517Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:08.677757Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:19.027554Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccfd60330d3e40d60dd50bf8d08828ed9dd27531 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=persons, target_col=class. +Result preview: [{"persons": "more", "support": 576, "focus_rate": 0.06076388888888889}, {"persons": "4", "support": 576, "focus_rate": 0.052083333333333336}, {"persons": "2", "support": 576, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2eb360e2b4e98b74d92ce57897b3122e92930e87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_4a181b7d931a6085 +-- problem_id: v2p_c2_6fc63f06e8cbc4ba +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "persons" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e7a4342471a1f56dbd673f1a4e5c7b6948acde9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"persons\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"persons\", \"support\", \"focus_rate\"], \"rows\": [{\"persons\": \"more\", \"support\": 576, \"focus_rate\": 0.06076388888888889}, {\"persons\": \"4\", \"support\": 576, \"focus_rate\": 0.052083333333333336}, {\"persons\": \"2\", \"support\": 576, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..442dd96cae531100334f4a2b6dd5b875017bbbf2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:29:05.782289+00:00", + "ended_at": "2026-05-04T08:29:19.885247+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_4a181b7d931a6085", + "problem_id": "v2p_c2_6fc63f06e8cbc4ba", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=persons, target_col=class.", + "bindings": { + "group_col": "persons", + "target_col": "class", + "target_value": "vgood", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_4a181b7d931a6085.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4a181b7d931a6085", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 19840, + "output_tokens": 204, + "total_tokens": 22013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14074.7, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_4a181b7d931a6085\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..774db2aef0864a4a125334edfe08dfa744f6cb69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:19.875852+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14074.7, "started_at": "2026-05-04T08:29:05.784321+00:00", "ended_at": "2026-05-04T08:29:19.858660+00:00", "prompt_metrics": {"chars": 6001, "bytes_utf8": 6001, "lines": 181, "estimated_tokens": 1721}, "response_metrics": {"chars": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21809, "cached_input_tokens": 19840, "output_tokens": 204}, "stderr_preview": "2026-05-04T08:29:05.995517Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:08.677757Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"persons\\\", target_col=\\\"class\\\", target_value='vgood', min_support=4, and top_k=17.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d5a4bd0f0e917f22191d1281eb0ee8db2102c5aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a181b7d931a6085/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4a181b7d931a6085", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 19840, + "output_tokens": 204, + "total_tokens": 22013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14074.7, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_4a181b7d931a6085\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66af73a19e62e627c24a1ac689834b5c3893962f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5649, "bytes_utf8": 5649, "lines": 178, "estimated_tokens": 1615}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 21703, "cached_input_tokens": 20864, "output_tokens": 111}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2dc47a555d71db870f3d3224b1bb16387589b51c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4a988517ce440411", + "api_calls": 0, + "input_tokens": 21703, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21814, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 84, + "estimated_total_tokens": 1699, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10244.02, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_4a988517ce440411\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5295daa5c0645fcbfcc98c687afd79cc8347194e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:32:17.135448+00:00", + "ended_at": "2026-05-04T08:32:27.379658+00:00", + "elapsed_ms": 10244.02, + "prompt_metrics": { + "chars": 5649, + "bytes_utf8": 5649, + "lines": 178, + "estimated_tokens": 1615 + }, + "stdout_metrics": { + "chars": 637, + "bytes_utf8": 637, + "lines": 4, + "estimated_tokens": 191 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13186 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 310, + "bytes_utf8": 310, + "lines": 1, + "estimated_tokens": 84 + }, + "usage": { + "input_tokens": 21703, + "cached_input_tokens": 20864, + "output_tokens": 111 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5732e83a4c693e3eb9aaa052b9a1794f953975ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "class", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65da1518452e387e090cd62fef22da3b894e2920 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-df88-79f0-bb7c-c686a0e4c458"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 12;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"class\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21703,"cached_input_tokens":20864,"output_tokens":111}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7560de09f8273ba7583efe373c1ec3418957e402 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 12;","notes":"Uses the provided Low-Support Group Count template with group_col bound to \"class\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ee390ee2bdf27744ce1cdc0ab95119414b2f64d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:17.347926Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:19.687274Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:26.585603Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1941feffbdc89ecb9c221736bf5581dffe7c4179 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "vgood", "support": 65}, {"class": "good", "support": 69}, {"class": "acc", "support": 384}, {"class": "unacc", "support": 1210}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cdaa47b4ee95bd03ceb3ffaace6361a91fd18dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_4a988517ce440411 +-- problem_id: v2p_c2_c8809d354ca9dc80 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..722182207f12aad456ce2c2c4f65202a1fd15cb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 12;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"vgood\", \"support\": 65}, {\"class\": \"good\", \"support\": 69}, {\"class\": \"acc\", \"support\": 384}, {\"class\": \"unacc\", \"support\": 1210}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f30624dc2299d1f4d773e93d9b00e7cdf4f3ead7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:32:17.133307+00:00", + "ended_at": "2026-05-04T08:32:27.406079+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_4a988517ce440411", + "problem_id": "v2p_c2_c8809d354ca9dc80", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_4a988517ce440411.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4a988517ce440411", + "api_calls": 0, + "input_tokens": 21703, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21814, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 84, + "estimated_total_tokens": 1699, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10244.02, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_4a988517ce440411\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d44336114ccd0631e729ae6fcd3f502a3b9feb91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4a988517ce440411/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:27.396549+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10244.02, "started_at": "2026-05-04T08:32:17.135448+00:00", "ended_at": "2026-05-04T08:32:27.379658+00:00", "prompt_metrics": {"chars": 5649, "bytes_utf8": 5649, "lines": 178, "estimated_tokens": 1615}, "response_metrics": {"chars": 310, "bytes_utf8": 310, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 21703, "cached_input_tokens": 20864, "output_tokens": 111}, "stderr_preview": "2026-05-04T08:32:17.347926Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:19.687274Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=doors, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "good", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ba297c14475440ec1859dec2113e47f5ea0c308 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-9220-70b0-9999-8f1731dda1df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"doors\\\", target_col=\\\"class\\\", target_value='good', min_support=4, and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":19840,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10d42d443d52e75770b5343af90d8059fe6c6a41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"doors\", target_col=\"class\", target_value='good', min_support=4, and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ba55c7ad5f34d8d2ff440d594da9476a34a1307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:40.941250Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:43.308528Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:51.229305Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8057dbb408b5ba58c531471a136e8bc709ea1464 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=doors, target_col=class. +Result preview: [{"doors": "3", "support": 432, "focus_rate": 0.041666666666666664}, {"doors": "4", "support": 432, "focus_rate": 0.041666666666666664}, {"doors": "5more", "support": 432, "focus_rate": 0.041666666666666664}, {"doors": "2", "support": 432, "focus_rate": 0.034722222222222224}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2253523daf857bcae56653c235ba7117d1124cba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_4b73d93ff73ccafb +-- problem_id: v2p_c2_245ee609b15f4e40 +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93d2980b4285cf1157cc38487effe02b4d3aa178 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"doors\", \"support\", \"focus_rate\"], \"rows\": [{\"doors\": \"3\", \"support\": 432, \"focus_rate\": 0.041666666666666664}, {\"doors\": \"4\", \"support\": 432, \"focus_rate\": 0.041666666666666664}, {\"doors\": \"5more\", \"support\": 432, \"focus_rate\": 0.041666666666666664}, {\"doors\": \"2\", \"support\": 432, \"focus_rate\": 0.034722222222222224}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9111fa6a3481d3832593e0327daa440a0f3a06ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:28:40.719573+00:00", + "ended_at": "2026-05-04T08:28:52.024400+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_4b73d93ff73ccafb", + "problem_id": "v2p_c2_245ee609b15f4e40", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=doors, target_col=class.", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "good", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_4b73d93ff73ccafb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4b73d93ff73ccafb", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 21959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11264.94, + "sql_execution_elapsed_ms_total": 1.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_4b73d93ff73ccafb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f11c84b5c45db4a4926876c15142f306fbbd4187 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:52.013877+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11264.94, "started_at": "2026-05-04T08:28:40.722532+00:00", "ended_at": "2026-05-04T08:28:51.987358+00:00", "prompt_metrics": {"chars": 5994, "bytes_utf8": 5994, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21808, "cached_input_tokens": 19840, "output_tokens": 151}, "stderr_preview": "2026-05-04T08:28:40.941250Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:43.308528Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"doors\\\", target_col=\\\"class\\\", target_value='good', min_support=4, and top_k=16.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cb44383b7fe6521e3cebd9d7c0145c08a57ac80c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4b73d93ff73ccafb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4b73d93ff73ccafb", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 21959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11264.94, + "sql_execution_elapsed_ms_total": 1.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_4b73d93ff73ccafb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69c184bccd44df799a02334688ec66bba8fc85ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5851, "bytes_utf8": 5851, "lines": 182, "estimated_tokens": 1655}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 21743, "cached_input_tokens": 19840, "output_tokens": 193}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..49d601b733fe802cc5231c6b1146bdd09afaa073 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4ba422e795a5069c", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 19840, + "output_tokens": 193, + "total_tokens": 21936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 91, + "estimated_total_tokens": 1746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12339.88, + "sql_execution_elapsed_ms_total": 1.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_4ba422e795a5069c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b305414650eedd4683464268e3df44bcc0c953f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:22:46.774382+00:00", + "ended_at": "2026-05-04T08:22:59.113924+00:00", + "elapsed_ms": 12339.88, + "prompt_metrics": { + "chars": 5851, + "bytes_utf8": 5851, + "lines": 182, + "estimated_tokens": 1655 + }, + "stdout_metrics": { + "chars": 676, + "bytes_utf8": 676, + "lines": 4, + "estimated_tokens": 196 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13213 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 350, + "bytes_utf8": 350, + "lines": 1, + "estimated_tokens": 91 + }, + "usage": { + "input_tokens": 21743, + "cached_input_tokens": 19840, + "output_tokens": 193 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47e0a0e64ea609e4e97bb9113efd2c0fc08af46a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "persons", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a02cb5882ad111c267300fd77f7757df35797b32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-2b78-74b1-9cc2-7302860db289"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"persons\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"persons\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col=\\\"persons\\\" and predicate buying='high' on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":19840,"output_tokens":193}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17e52048276952bcb831805df2cf14999f19f57d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"persons\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"persons\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the required Filtered Top-k Group Count template with group_col=\"persons\" and predicate buying='high' on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68eb03630026e16fa4779f78ff10052d3b1d7cce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:46.990774Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:49.329434Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:58.254574Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..369f06ba94fe622148d1e206e7f70dd40253f5fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=persons. +Result preview: [{"persons": "more", "support": 144}, {"persons": "4", "support": 144}, {"persons": "2", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..30f408bd59df42a5f85ba45345c4796ddefb6707 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_4ba422e795a5069c +-- problem_id: v2p_c2_ce139b64897a1f50 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(*) AS support +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "persons" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60bb5dfc4887a6efdc91467999d91d720b718fe1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"persons\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"persons\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"persons\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"persons\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"persons\", \"support\"], \"rows\": [{\"persons\": \"more\", \"support\": 144}, {\"persons\": \"4\", \"support\": 144}, {\"persons\": \"2\", \"support\": 144}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b136193807b9bc3c42e2dd363bd6348255a16ed9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:22:46.772128+00:00", + "ended_at": "2026-05-04T08:22:59.138281+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_4ba422e795a5069c", + "problem_id": "v2p_c2_ce139b64897a1f50", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_4ba422e795a5069c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4ba422e795a5069c", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 19840, + "output_tokens": 193, + "total_tokens": 21936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 91, + "estimated_total_tokens": 1746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12339.88, + "sql_execution_elapsed_ms_total": 1.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_4ba422e795a5069c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..513f30797153985f6b0ac6bd9448bda6a860393c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4ba422e795a5069c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:59.131188+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12339.88, "started_at": "2026-05-04T08:22:46.774382+00:00", "ended_at": "2026-05-04T08:22:59.113924+00:00", "prompt_metrics": {"chars": 5851, "bytes_utf8": 5851, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 21743, "cached_input_tokens": 19840, "output_tokens": 193}, "stderr_preview": "2026-05-04T08:22:46.990774Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:49.329434Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=lug_boot, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7594a58e10dda16e45e0d79ffeda084ab7f9fd83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-11c8-77d2-aaad-0bb27c7ce83f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=buying, group_col_2=lug_boot, target_col=class, and target_value='unacc'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21800,"cached_input_tokens":19840,"output_tokens":141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..969bc23c2a2f79a4dd6622a667921f9f6b8aa797 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=buying, group_col_2=lug_boot, target_col=class, and target_value='unacc'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af2bf0ad8421c6c4e97827295299358a8ead8077 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:50.560052Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:52.922487Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:01.530590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdbf4222c6e42cf4e417b6c05914f934cd271d61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=lug_boot, target_col=class. +Result preview: [{"buying": "vhigh", "lug_boot": "small", "target_rate": 0.9027777777777778}, {"buying": "high", "lug_boot": "small", "target_rate": 0.8541666666666666}, {"buying": "vhigh", "lug_boot": "med", "target_rate": 0.8194444444444444}, {"buying": "vhigh", "lug_boot": "big", "target_rate": 0.7777777777777778}, {"buying": "high", "lug_boot": "med", "target_rate": 0.7291666666666666}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f61cd271f6616e7f3e66678e077abaf82d8ca96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_4d65524ee7601ecc +-- problem_id: v2p_c2_f7c56e9a5d374caf +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "lug_boot", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16a331cf0b16b6f570d993f8123ac5e09287b322 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"buying\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"buying\": \"vhigh\", \"lug_boot\": \"small\", \"target_rate\": 0.9027777777777778}, {\"buying\": \"high\", \"lug_boot\": \"small\", \"target_rate\": 0.8541666666666666}, {\"buying\": \"vhigh\", \"lug_boot\": \"med\", \"target_rate\": 0.8194444444444444}, {\"buying\": \"vhigh\", \"lug_boot\": \"big\", \"target_rate\": 0.7777777777777778}, {\"buying\": \"high\", \"lug_boot\": \"med\", \"target_rate\": 0.7291666666666666}, {\"buying\": \"med\", \"lug_boot\": \"small\", \"target_rate\": 0.7083333333333334}, {\"buying\": \"high\", \"lug_boot\": \"big\", \"target_rate\": 0.6666666666666666}, {\"buying\": \"low\", \"lug_boot\": \"small\", \"target_rate\": 0.6597222222222222}, {\"buying\": \"med\", \"lug_boot\": \"med\", \"target_rate\": 0.5972222222222222}, {\"buying\": \"low\", \"lug_boot\": \"med\", \"target_rate\": 0.5763888888888888}, {\"buying\": \"low\", \"lug_boot\": \"big\", \"target_rate\": 0.5555555555555556}, {\"buying\": \"med\", \"lug_boot\": \"big\", \"target_rate\": 0.5555555555555556}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..81c227000340f88d550e922e26a576b624acfdb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:12:50.375479+00:00", + "ended_at": "2026-05-04T08:13:02.414139+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_4d65524ee7601ecc", + "problem_id": "v2p_c2_f7c56e9a5d374caf", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=lug_boot, target_col=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_4d65524ee7601ecc.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_4d65524ee7601ecc", + "api_calls": 0, + "input_tokens": 21800, + "cached_input_tokens": 19840, + "output_tokens": 141, + "total_tokens": 21941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1710, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1833, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12010.45, + "sql_execution_elapsed_ms_total": 1.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_4d65524ee7601ecc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed2650fdbb8396575c81f82299ae13b6cc20222d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_4d65524ee7601ecc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:02.404938+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12010.45, "started_at": "2026-05-04T08:12:50.377899+00:00", "ended_at": "2026-05-04T08:13:02.388041+00:00", "prompt_metrics": {"chars": 5964, "bytes_utf8": 5964, "lines": 183, "estimated_tokens": 1710}, "response_metrics": {"chars": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21800, "cached_input_tokens": 19840, "output_tokens": 141}, "stderr_preview": "2026-05-04T08:12:50.560052Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:52.922487Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "doors", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30cc576540d42da1697ca29076edca0c2fc244ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-bf3a-7f01-a5e9-8f4a7d3e6cc8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"doors\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided grouped-count template with group_col bound to \\\"doors\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21670,"cached_input_tokens":20864,"output_tokens":106}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84578782ffe25e65b5ead30fa82142ca444fc85d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"doors\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY \"row_count\" DESC;","notes":"Used the provided grouped-count template with group_col bound to \"doors\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..624c3284b75a57ae69db85aba7ba7d0e718568ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:35.908125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:38.268372Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:45.329317Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..25fca000a460b4e1a396a1059057fb04fe7a7ca0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors. +Result preview: [{"doors": "5more", "row_count": 432}, {"doors": "4", "row_count": 432}, {"doors": "3", "row_count": 432}, {"doors": "2", "row_count": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e9c0c41cb98bc266f7b08d7ee6067b248200ea1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_54e6b018541e6f05 +-- problem_id: v2p_c2_2773ad3503585dc1 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(*) AS "row_count" +FROM "c2" +GROUP BY "doors" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fba3f89f512701f5e267651dec6deeee78ee584 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"doors\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"doors\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"doors\", \"row_count\"], \"rows\": [{\"doors\": \"5more\", \"row_count\": 432}, {\"doors\": \"4\", \"row_count\": 432}, {\"doors\": \"3\", \"row_count\": 432}, {\"doors\": \"2\", \"row_count\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33c76c75a263e5c4d6f4d6da82c949ea3f74e302 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:25:32.353159+00:00", + "ended_at": "2026-05-04T08:25:48.010076+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_54e6b018541e6f05", + "problem_id": "v2p_c2_2773ad3503585dc1", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_54e6b018541e6f05.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_54e6b018541e6f05", + "api_calls": 0, + "input_tokens": 21670, + "cached_input_tokens": 20864, + "output_tokens": 106, + "total_tokens": 21776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1580, + "estimated_output_tokens": 72, + "estimated_total_tokens": 1652, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15628.04, + "sql_execution_elapsed_ms_total": 1.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_54e6b018541e6f05\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea88d73fa5fc64b3505bdba24a4b04205e8b4c1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_54e6b018541e6f05/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:48.001572+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15628.04, "started_at": "2026-05-04T08:25:32.355952+00:00", "ended_at": "2026-05-04T08:25:47.984153+00:00", "prompt_metrics": {"chars": 5569, "bytes_utf8": 5569, "lines": 178, "estimated_tokens": 1580}, "response_metrics": {"chars": 273, "bytes_utf8": 273, "lines": 1, "estimated_tokens": 72}, "usage": {"input_tokens": 21670, "cached_input_tokens": 20864, "output_tokens": 106}, "stderr_preview": "2026-05-04T08:25:35.908125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:38.268372Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "safety", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..faf1e2923f80ba6d98601d31a53aab74a3596ce5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-e24e-7ca3-934f-7a26d7dfc821"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '4'\\nGROUP BY \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles: group_col=\\\"safety\\\", predicate_col=\\\"doors\\\", predicate_op=\\\"=\\\", predicate_value='4', and top_k=19. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":19840,"output_tokens":125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2db7dedab98f91574e3ac002654ccf3974086a37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"safety\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"doors\" = '4'\nGROUP BY \"safety\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required Filtered Top-k Group Count template with bound roles: group_col=\"safety\", predicate_col=\"doors\", predicate_op=\"=\", predicate_value='4', and top_k=19. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e747693f58ccf3cd98791f70ce708ae9e0d9c32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:33.846931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:36.177372Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:45.947442Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac4016ad8b8748ee5cd23bbd206ee7a8854731cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=safety. +Result preview: [{"safety": "med", "support": 144}, {"safety": "low", "support": 144}, {"safety": "high", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..53e2d1c49dfbc1730204549a3fe90b264982e515 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_552f09015d2cabc5 +-- problem_id: v2p_c2_906264281294e77e +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(*) AS support +FROM "c2" +WHERE "doors" = '4' +GROUP BY "safety" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1dadb8f7b69b2d14ba8a0faa31c66849e2432917 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"safety\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"doors\" = '4'\nGROUP BY \"safety\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '4'\\nGROUP BY \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"safety\", \"support\"], \"rows\": [{\"safety\": \"med\", \"support\": 144}, {\"safety\": \"low\", \"support\": 144}, {\"safety\": \"high\", \"support\": 144}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7a9abcfc59a965a788f5eebeea5cf0b28a1526a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:23:33.544044+00:00", + "ended_at": "2026-05-04T08:23:46.790259+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_552f09015d2cabc5", + "problem_id": "v2p_c2_906264281294e77e", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_552f09015d2cabc5.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_552f09015d2cabc5", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 21868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1764, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13212.62, + "sql_execution_elapsed_ms_total": 1.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_552f09015d2cabc5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c0a2fd1aa345a69ea63548b96e0ed228bae787d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_552f09015d2cabc5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:46.781937+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13212.62, "started_at": "2026-05-04T08:23:33.546253+00:00", "ended_at": "2026-05-04T08:23:46.758273+00:00", "prompt_metrics": {"chars": 5845, "bytes_utf8": 5845, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21743, "cached_input_tokens": 19840, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:23:33.846931Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:36.177372Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=safety, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e4c542a68dfcacae9d50c78325cea47fa843165 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-40ec-74e0-a7b7-22247748bcfd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"buying\\\", group_col_2=\\\"safety\\\", target_col=\\\"class\\\", and target_value='acc'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21798,"cached_input_tokens":20864,"output_tokens":135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfc23c8d0608570aad1f27c7038febe0248d54c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"safety\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"safety\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"buying\", group_col_2=\"safety\", target_col=\"class\", and target_value='acc'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eb4f145dcaed76d9bc2f0a76ff4f898e238816b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:02.638502Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:04.994230Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:13.623751Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..522e5cfbc4b90c68422b969169c712939ce79bdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=safety, target_col=class. +Result preview: [{"buying": "high", "safety": "high", "target_rate": 0.4791666666666667}, {"buying": "med", "safety": "med", "target_rate": 0.4097222222222222}, {"buying": "low", "safety": "med", "target_rate": 0.3888888888888889}, {"buying": "med", "safety": "high", "target_rate": 0.3888888888888889}, {"buying": "vhigh", "safety": "high", "target_rate": 0.3194444444444444}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fd4fa28a0fb0508f68391b74c21e888b6ebf972 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_567eb1212c12c17d +-- problem_id: v2p_c2_e2840b4362f6b900 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "safety", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bff4074806e72d985d14547b18ac642a9b0c98c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"safety\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"safety\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"buying\", \"safety\", \"target_rate\"], \"rows\": [{\"buying\": \"high\", \"safety\": \"high\", \"target_rate\": 0.4791666666666667}, {\"buying\": \"med\", \"safety\": \"med\", \"target_rate\": 0.4097222222222222}, {\"buying\": \"low\", \"safety\": \"med\", \"target_rate\": 0.3888888888888889}, {\"buying\": \"med\", \"safety\": \"high\", \"target_rate\": 0.3888888888888889}, {\"buying\": \"vhigh\", \"safety\": \"high\", \"target_rate\": 0.3194444444444444}, {\"buying\": \"high\", \"safety\": \"med\", \"target_rate\": 0.2708333333333333}, {\"buying\": \"low\", \"safety\": \"high\", \"target_rate\": 0.22916666666666666}, {\"buying\": \"vhigh\", \"safety\": \"med\", \"target_rate\": 0.18055555555555555}, {\"buying\": \"high\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"buying\": \"vhigh\", \"safety\": \"low\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8270fcdcf199b12eea41da1d3b415f53558b06fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:13:02.416491+00:00", + "ended_at": "2026-05-04T08:13:14.483952+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_567eb1212c12c17d", + "problem_id": "v2p_c2_e2840b4362f6b900", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=safety, target_col=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_567eb1212c12c17d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_567eb1212c12c17d", + "api_calls": 0, + "input_tokens": 21798, + "cached_input_tokens": 20864, + "output_tokens": 135, + "total_tokens": 21933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1708, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1827, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12038.31, + "sql_execution_elapsed_ms_total": 2.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_567eb1212c12c17d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55de5cc9722db3c77f2d29803e21577ad88f2d61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567eb1212c12c17d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:14.474719+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12038.31, "started_at": "2026-05-04T08:13:02.418154+00:00", "ended_at": "2026-05-04T08:13:14.456667+00:00", "prompt_metrics": {"chars": 5947, "bytes_utf8": 5947, "lines": 183, "estimated_tokens": 1708}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 21798, "cached_input_tokens": 20864, "output_tokens": 135}, "stderr_preview": "2026-05-04T08:13:02.638502Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:04.994230Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=persons.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "persons", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5e34698b79b67802584fe278cd0cfc0eac42caf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-7096-7420-8a68-6e6226b493bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY support ASC, \\\"persons\\\"\\nLIMIT 16;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"persons\\\" and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4793d1e25d930de0e59745a67ed9cf7657826331 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY support ASC, \"persons\"\nLIMIT 16;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"persons\" and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f4f6ead2f1f1090ba7b64cc2eb7a1c3e3212a9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:00.036108Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:02.413554Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:10.020460Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba4d0a10a2c629a20057d9a41581809f6db04307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=persons. +Result preview: [{"persons": "2", "support": 576}, {"persons": "4", "support": 576}, {"persons": "more", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..37a45968ff46f19777d5a89d3ee9d5729f84206f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_567fa5be60cdba0e +-- problem_id: v2p_c2_df1b0ec5c3792e92 +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "persons" +ORDER BY support ASC, "persons" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94ab51cd9148697e440527ee99e77bd5754ada5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY support ASC, \"persons\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY support ASC, \\\"persons\\\"\\nLIMIT 16;\", \"columns\": [\"persons\", \"support\"], \"rows\": [{\"persons\": \"2\", \"support\": 576}, {\"persons\": \"4\", \"support\": 576}, {\"persons\": \"more\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ebeade006b268c400570abc0bb1467f3b3e507f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:33:59.817593+00:00", + "ended_at": "2026-05-04T08:34:10.832934+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_567fa5be60cdba0e", + "problem_id": "v2p_c2_df1b0ec5c3792e92", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_567fa5be60cdba0e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_567fa5be60cdba0e", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 144, + "total_tokens": 21849, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 81, + "estimated_total_tokens": 1698, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10988.1, + "sql_execution_elapsed_ms_total": 1.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_567fa5be60cdba0e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ecd78130161ddc8f49919bf975f862de2be8db13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_567fa5be60cdba0e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:10.824965+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10988.1, "started_at": "2026-05-04T08:33:59.819514+00:00", "ended_at": "2026-05-04T08:34:10.807675+00:00", "prompt_metrics": {"chars": 5655, "bytes_utf8": 5655, "lines": 178, "estimated_tokens": 1617}, "response_metrics": {"chars": 307, "bytes_utf8": 307, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 144}, "stderr_preview": "2026-05-04T08:34:00.036108Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:02.413554Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "unacc", + "entity_col": "class", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a81e28a56f5e4fe68fb947e8d0a73a7ae643cda6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-8edf-7c12-b7d7-947bde8c803c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'unacc'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"class\\\", entity_col=\\\"class\\\", and predicate filtering \\\"class\\\" = 'unacc'. This yields the distinct count of class values within the filtered subgroup.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21774,"cached_input_tokens":20864,"output_tokens":175}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d705faf24d706f625e65e4d7d05f774fae4f5f92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nWHERE \"class\" = 'unacc'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Applied the provided template exactly with group_col=\"class\", entity_col=\"class\", and predicate filtering \"class\" = 'unacc'. This yields the distinct count of class values within the filtered subgroup."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eec12f45ebfa72ce100463b3ae98402ab8d1de6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:41.000049Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:43.338878Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:53.128036Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f20577ee82d10940ac0c1b3ef53cec94f406f142 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=class. +Result preview: [{"class": "unacc", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f7a2480242c8b471beb672a96bc11756286315e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_5705d82f7713f2af +-- problem_id: v2p_c2_54c6bb7d8a6163e4 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +WHERE "class" = 'unacc' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..186aa5f0e4840281eef5f2933ee1091fc17d6307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nWHERE \"class\" = 'unacc'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'unacc'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"unacc\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8957eca8fafddbc563c1844dce34adbe2d777f76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:40:40.724657+00:00", + "ended_at": "2026-05-04T08:40:53.735067+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_5705d82f7713f2af", + "problem_id": "v2p_c2_54c6bb7d8a6163e4", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "unacc", + "entity_col": "class", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_5705d82f7713f2af.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_5705d82f7713f2af", + "api_calls": 0, + "input_tokens": 21774, + "cached_input_tokens": 20864, + "output_tokens": 175, + "total_tokens": 21949, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1793, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12979.39, + "sql_execution_elapsed_ms_total": 0.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_5705d82f7713f2af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f77465e9434c308a4926d612f5662cb8ac7258d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5705d82f7713f2af/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:53.727105+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12979.39, "started_at": "2026-05-04T08:40:40.726516+00:00", "ended_at": "2026-05-04T08:40:53.705614+00:00", "prompt_metrics": {"chars": 5986, "bytes_utf8": 5986, "lines": 184, "estimated_tokens": 1686}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21774, "cached_input_tokens": 20864, "output_tokens": 175}, "stderr_preview": "2026-05-04T08:40:41.000049Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:43.338878Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=maint.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "maint", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..10b693e00ca4f5fc38fa2b7be8c69e1ece6db4dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-c4d8-72e1-bb69-8a22ec731815"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY support ASC, \\\"maint\\\"\\nLIMIT 19;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"maint\\\" and SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":96}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..895c983492332c761f00c30cf269f607b68d6d2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"maint\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY support ASC, \"maint\"\nLIMIT 19;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"maint\" and SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b874c6be5007df40a10762748ea2b14f49b3939 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:16.080520Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:18.521810Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:26.219273Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dcd93f62dc21ca8471d46f998a2da43e3dcc4f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=maint. +Result preview: [{"maint": "high", "support": 432}, {"maint": "low", "support": 432}, {"maint": "med", "support": 432}, {"maint": "vhigh", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..838b300ef216efba75a6b767caa53012f3eccfac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_578c50c83019e73c +-- problem_id: v2p_c2_b1ea71c39054d129 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint" +ORDER BY support ASC, "maint" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a0d587dfef1c00c70680e9a5b22a8c2dae5f5c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"maint\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY support ASC, \"maint\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY support ASC, \\\"maint\\\"\\nLIMIT 19;\", \"columns\": [\"maint\", \"support\"], \"rows\": [{\"maint\": \"high\", \"support\": 432}, {\"maint\": \"low\", \"support\": 432}, {\"maint\": \"med\", \"support\": 432}, {\"maint\": \"vhigh\", \"support\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6819f946d32f56df655c712fcc3fef08e89770df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:33:15.848990+00:00", + "ended_at": "2026-05-04T08:33:26.989905+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_578c50c83019e73c", + "problem_id": "v2p_c2_b1ea71c39054d129", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_578c50c83019e73c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_578c50c83019e73c", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 96, + "total_tokens": 21801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 81, + "estimated_total_tokens": 1698, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11110.11, + "sql_execution_elapsed_ms_total": 1.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_578c50c83019e73c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fcb89fc8fdeb8f4fb84984976f351699bcd5ccc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_578c50c83019e73c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:26.980655+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11110.11, "started_at": "2026-05-04T08:33:15.852047+00:00", "ended_at": "2026-05-04T08:33:26.962253+00:00", "prompt_metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1617}, "response_metrics": {"chars": 324, "bytes_utf8": 324, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 96}, "stderr_preview": "2026-05-04T08:33:16.080520Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:18.521810Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "target_col": "class", + "target_value": "good", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a155ad6611962aed265577b06c87eb3da19faebd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-a628-7d11-b134-b363ea746b67"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with bindings group_col=buying, group_col_2=class, target_col=class, and target_value='good'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21798,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a98161f247e48de850018405aa232197c1b295d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"class\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with bindings group_col=buying, group_col_2=class, target_col=class, and target_value='good'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93b387eb83eb83e5bd9fb7f42572190929cd50ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T08:13:28.545497Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:38.566735Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:13:43.787163Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c48d4f2c9d65fc01d27b819d30949c8ba3227c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=class, target_col=class. +Result preview: [{"buying": "low", "class": "good", "target_rate": 1.0}, {"buying": "med", "class": "good", "target_rate": 1.0}, {"buying": "high", "class": "acc", "target_rate": 0.0}, {"buying": "high", "class": "unacc", "target_rate": 0.0}, {"buying": "low", "class": "acc", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..40fd62e293845af11ff63204502b2dd88b971876 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_593b37287e789dc0 +-- problem_id: v2p_c2_c53d7adb118bbcbd +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "class", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52a819dd26c1e55354931c524b6ca6d0121fcbf7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"class\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"buying\", \"class\", \"target_rate\"], \"rows\": [{\"buying\": \"low\", \"class\": \"good\", \"target_rate\": 1.0}, {\"buying\": \"med\", \"class\": \"good\", \"target_rate\": 1.0}, {\"buying\": \"high\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"high\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"class\": \"vgood\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"class\": \"vgood\", \"target_rate\": 0.0}, {\"buying\": \"vhigh\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"vhigh\", \"class\": \"unacc\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..213dc1762899c82b2c8077491755ee1a29ad0031 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:13:28.346910+00:00", + "ended_at": "2026-05-04T08:13:45.031462+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_593b37287e789dc0", + "problem_id": "v2p_c2_c53d7adb118bbcbd", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "target_col": "class", + "target_value": "good", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_593b37287e789dc0.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_593b37287e789dc0", + "api_calls": 0, + "input_tokens": 21798, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 21937, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1708, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1831, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16661.48, + "sql_execution_elapsed_ms_total": 3.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_593b37287e789dc0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2c761a0a2d0d00814efb74c559418a8b193cc96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_593b37287e789dc0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:45.024212+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16661.48, "started_at": "2026-05-04T08:13:28.348871+00:00", "ended_at": "2026-05-04T08:13:45.010392+00:00", "prompt_metrics": {"chars": 5961, "bytes_utf8": 5961, "lines": 183, "estimated_tokens": 1708}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21798, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:13:28.545497Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:38.566735Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:13:43.787163Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n + + +
+ +
+
+ + + +2026-05-04T08:25:09.303753Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cc97cc45164c59890b328d6165520fdd53177f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "unacc", "row_count": 1210}, {"class": "acc", "row_count": 384}, {"class": "good", "row_count": 69}, {"class": "vgood", "row_count": 65}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..390facd1c8da2a5f45ee6ce3abeec187c09add55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_5fab796e9b479e60 +-- problem_id: v2p_c2_621f1ea6d4485c2f +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS row_count +FROM "c2" +GROUP BY "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b2497cdc6cb715a704755fc44fd4ed881438dc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"class\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"class\", \"row_count\"], \"rows\": [{\"class\": \"unacc\", \"row_count\": 1210}, {\"class\": \"acc\", \"row_count\": 384}, {\"class\": \"good\", \"row_count\": 69}, {\"class\": \"vgood\", \"row_count\": 65}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33b048f8ff91db514d4848a36499ca7a5f914859 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:24:56.581171+00:00", + "ended_at": "2026-05-04T08:25:10.282240+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_5fab796e9b479e60", + "problem_id": "v2p_c2_621f1ea6d4485c2f", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_5fab796e9b479e60.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_5fab796e9b479e60", + "api_calls": 0, + "input_tokens": 21670, + "cached_input_tokens": 20864, + "output_tokens": 87, + "total_tokens": 21757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1580, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13670.9, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_5fab796e9b479e60\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96ed26471564e1dad583b94536f5a00c7c76e890 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fab796e9b479e60/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:10.273660+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13670.9, "started_at": "2026-05-04T08:24:56.583630+00:00", "ended_at": "2026-05-04T08:25:10.255191+00:00", "prompt_metrics": {"chars": 5570, "bytes_utf8": 5570, "lines": 178, "estimated_tokens": 1580}, "response_metrics": {"chars": 277, "bytes_utf8": 277, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21670, "cached_input_tokens": 20864, "output_tokens": 87}, "stderr_preview": "2026-05-04T08:24:56.795867Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:59.379653Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=doors, group_col_2=lug_boot, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "doors", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ac488e4eb986f7cb6c699d1a99d4aa64825d97b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-b131-7323-8864-95df45e10210"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"doors\\\", group_col_2=\\\"lug_boot\\\", target_col=\\\"class\\\", and target_value='acc'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21798,"cached_input_tokens":20864,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a6413438ba00431418902868ef11c384bca0f82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"doors\", group_col_2=\"lug_boot\", target_col=\"class\", and target_value='acc'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..878a8723bd6876fe275cb818d3fdaf061564d6a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:47.976043Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:50.359365Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:59.287429Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..05e21b296b3b06e857347917f21f56e12dce1301 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=doors, group_col_2=lug_boot, target_col=class. +Result preview: [{"doors": "2", "lug_boot": "big", "target_rate": 0.25}, {"doors": "3", "lug_boot": "big", "target_rate": 0.25}, {"doors": "4", "lug_boot": "big", "target_rate": 0.25}, {"doors": "4", "lug_boot": "med", "target_rate": 0.25}, {"doors": "5more", "lug_boot": "big", "target_rate": 0.25}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d0b24661cd9bf9b86b7b0bb6748d02e225792f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_5fd829a46fc8ec23 +-- problem_id: v2p_c2_511ef727b6dae57f +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e5284935c2178bae1c1c175d7124962c34b02ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"doors\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"doors\": \"2\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"3\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"4\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"4\", \"lug_boot\": \"med\", \"target_rate\": 0.25}, {\"doors\": \"5more\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"5more\", \"lug_boot\": \"med\", \"target_rate\": 0.25}, {\"doors\": \"3\", \"lug_boot\": \"med\", \"target_rate\": 0.22916666666666666}, {\"doors\": \"2\", \"lug_boot\": \"med\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"3\", \"lug_boot\": \"small\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"4\", \"lug_boot\": \"small\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"5more\", \"lug_boot\": \"small\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"2\", \"lug_boot\": \"small\", \"target_rate\": 0.10416666666666667}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3cb4b1773e247c1d4a8aed58ea382ef7f0fafc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:16:47.797096+00:00", + "ended_at": "2026-05-04T08:17:00.264202+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_5fd829a46fc8ec23", + "problem_id": "v2p_c2_511ef727b6dae57f", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=doors, group_col_2=lug_boot, target_col=class.", + "bindings": { + "group_col": "doors", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_5fd829a46fc8ec23.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_5fd829a46fc8ec23", + "api_calls": 0, + "input_tokens": 21798, + "cached_input_tokens": 20864, + "output_tokens": 138, + "total_tokens": 21936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1708, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1830, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12439.0, + "sql_execution_elapsed_ms_total": 2.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_5fd829a46fc8ec23\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e03dd2b254b6af4dadf95603dfa1d1e317250492 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_5fd829a46fc8ec23/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:00.253720+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12439.0, "started_at": "2026-05-04T08:16:47.799769+00:00", "ended_at": "2026-05-04T08:17:00.238680+00:00", "prompt_metrics": {"chars": 5957, "bytes_utf8": 5957, "lines": 183, "estimated_tokens": 1708}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21798, "cached_input_tokens": 20864, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:16:47.976043Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:50.359365Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "lug_boot", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..272edfe06733ff94d064ea08072faae24b57923b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-c990-70c1-9a13-68890f757ff8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned Grouped Count by Category template with group_col bound to \\\"lug_boot\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21672,"cached_input_tokens":3456,"output_tokens":93}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0a4251e426f2efe730ef2e1a6e0b856e5d64b2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"lug_boot\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY row_count DESC;","notes":"Uses the planned Grouped Count by Category template with group_col bound to \"lug_boot\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..803ff9ae4d02f2d2afd7c6511377b06aa3ae4332 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:32.968035Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:35.405831Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:42.271968Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f78e2e0b6134493723bcc53e653bd15be3352996 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "small", "row_count": 576}, {"lug_boot": "med", "row_count": 576}, {"lug_boot": "big", "row_count": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad2b143615c8dd6f97bd8531ada04e8d3515532b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_6301d4a7beef8c03 +-- problem_id: v2p_c2_d5ebeac721a99b05 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS row_count +FROM "c2" +GROUP BY "lug_boot" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc47ce005b3d4ceb2cde3379ddf3cdf2f1adfefd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"lug_boot\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"lug_boot\", \"row_count\"], \"rows\": [{\"lug_boot\": \"small\", \"row_count\": 576}, {\"lug_boot\": \"med\", \"row_count\": 576}, {\"lug_boot\": \"big\", \"row_count\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8443ce94dd2707fe22c4cf47505163f995e1fec5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:24:32.776918+00:00", + "ended_at": "2026-05-04T08:24:43.077257+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6301d4a7beef8c03", + "problem_id": "v2p_c2_d5ebeac721a99b05", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_6301d4a7beef8c03.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6301d4a7beef8c03", + "api_calls": 0, + "input_tokens": 21672, + "cached_input_tokens": 3456, + "output_tokens": 93, + "total_tokens": 21765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1582, + "estimated_output_tokens": 74, + "estimated_total_tokens": 1656, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10272.92, + "sql_execution_elapsed_ms_total": 1.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_6301d4a7beef8c03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a61ff633ebc493bb2b40e465eddb50f9afa6d88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6301d4a7beef8c03/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:43.067567+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10272.92, "started_at": "2026-05-04T08:24:32.779445+00:00", "ended_at": "2026-05-04T08:24:43.051913+00:00", "prompt_metrics": {"chars": 5576, "bytes_utf8": 5576, "lines": 178, "estimated_tokens": 1582}, "response_metrics": {"chars": 285, "bytes_utf8": 285, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 21672, "cached_input_tokens": 3456, "output_tokens": 93}, "stderr_preview": "2026-05-04T08:24:32.968035Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:35.405831Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "maint", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb77fec49c87208c491398680f9ddaac48e388d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-8500-77e0-b857-13a5758f50bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"maint\\\" and the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21670,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69b4958a23a9ff05ac7679d55889f228f208a7f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"maint\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"maint\" and the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a2fa08721713ef9b9fbf414eb98bb169b57515f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:20.952740Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:23.353773Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:31.205378Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f165da8962a4c85841025911db1709d4dce54c78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint. +Result preview: [{"maint": "vhigh", "row_count": 432}, {"maint": "med", "row_count": 432}, {"maint": "low", "row_count": 432}, {"maint": "high", "row_count": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..777586b792e00942854bbdec8f8ebace4c91c74e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_65971a3f69bf799b +-- problem_id: v2p_c2_331fd66ee4b1f61a +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(*) AS row_count +FROM "c2" +GROUP BY "maint" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a49b533185907f0b5bb518689b30068a2a694057 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"maint\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"maint\", \"row_count\"], \"rows\": [{\"maint\": \"vhigh\", \"row_count\": 432}, {\"maint\": \"med\", \"row_count\": 432}, {\"maint\": \"low\", \"row_count\": 432}, {\"maint\": \"high\", \"row_count\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a108660214436cdb5a5717623c2c37c13dbb317 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:25:20.766742+00:00", + "ended_at": "2026-05-04T08:25:32.350883+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_65971a3f69bf799b", + "problem_id": "v2p_c2_331fd66ee4b1f61a", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_65971a3f69bf799b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_65971a3f69bf799b", + "api_calls": 0, + "input_tokens": 21670, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 21757, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1580, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11554.2, + "sql_execution_elapsed_ms_total": 1.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_65971a3f69bf799b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fbec78f9a60b1ad9e02c6a68b2eaee094299e1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_65971a3f69bf799b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:32.340891+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11554.2, "started_at": "2026-05-04T08:25:20.769093+00:00", "ended_at": "2026-05-04T08:25:32.323236+00:00", "prompt_metrics": {"chars": 5570, "bytes_utf8": 5570, "lines": 178, "estimated_tokens": 1580}, "response_metrics": {"chars": 278, "bytes_utf8": 278, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21670, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T08:25:20.952740Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:23.353773Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "maint", + "entity_col": "maint", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2053ec180801ed74663d765b4acc35cccfbd136 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-9340-7010-a013-2b16643ee4a9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template exactly with group_col bound to \\\"maint\\\" and entity_col bound to \\\"maint\\\". This yields distinct self-coverage per maint group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":20864,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9581775e4ff300cf90a793eed4315d621f95b5f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 15;","notes":"Used the provided template exactly with group_col bound to \"maint\" and entity_col bound to \"maint\". This yields distinct self-coverage per maint group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b61b51f7d4f969ef413128d771a277b571ec6a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:31.086927Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:33.479991Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:43.521636Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..59d92a7caf75d9e0e80c20194f4b7f0aa91536f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint. +Result preview: [{"maint": "vhigh", "distinct_entities": 1}, {"maint": "med", "distinct_entities": 1}, {"maint": "low", "distinct_entities": 1}, {"maint": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc78b2e259a425f1cdf8fe41e8d7e7feee6ce68f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_660bae2f5c3bb1ac +-- problem_id: v2p_c2_b6b724dbb65d5523 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b39c395be0ff9efe9dea6fa6371156cf7e3230e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\", \"columns\": [\"maint\", \"distinct_entities\"], \"rows\": [{\"maint\": \"vhigh\", \"distinct_entities\": 1}, {\"maint\": \"med\", \"distinct_entities\": 1}, {\"maint\": \"low\", \"distinct_entities\": 1}, {\"maint\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..82c9e7a0401e9e2fa615c1302fcc436928123458 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:38:30.811634+00:00", + "ended_at": "2026-05-04T08:38:44.341138+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_660bae2f5c3bb1ac", + "problem_id": "v2p_c2_b6b724dbb65d5523", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "entity_col": "maint", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_660bae2f5c3bb1ac.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_660bae2f5c3bb1ac", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 149, + "total_tokens": 21868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1720, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13501.61, + "sql_execution_elapsed_ms_total": 1.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_660bae2f5c3bb1ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da8c1171da86223500f37dd8b70eaa5925cf3558 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_660bae2f5c3bb1ac/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:44.331460+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13501.61, "started_at": "2026-05-04T08:38:30.815589+00:00", "ended_at": "2026-05-04T08:38:44.313239+00:00", "prompt_metrics": {"chars": 5773, "bytes_utf8": 5773, "lines": 180, "estimated_tokens": 1631}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:38:31.086927Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:33.479991Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=doors, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "target_col": "class", + "target_value": "vgood", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7ff6c2f68ed4b2594c3a8750cce020c7710e096 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-44d6-7ed3-880f-375388143d36"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"doors\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with bindings group_col=maint, group_col_2=doors, target_col=class, and target_value='vgood'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21796,"cached_input_tokens":20864,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24c8160935a496539238714df32c64176382159e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"doors\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"doors\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with bindings group_col=maint, group_col_2=doors, target_col=class, and target_value='vgood'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55efafd0505211a4361c05dabbf146844cf64242 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:09.174305Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:13.229563Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:26.223987Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0b0d64c84c7ba96af8504441f4f26c9cffd80ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=doors, target_col=class. +Result preview: [{"maint": "low", "doors": "4", "target_rate": 0.07407407407407407}, {"maint": "low", "doors": "5more", "target_rate": 0.07407407407407407}, {"maint": "med", "doors": "4", "target_rate": 0.07407407407407407}, {"maint": "med", "doors": "5more", "target_rate": 0.07407407407407407}, {"maint": "low", "doors": "3", "target_rate": 0.05555555555555555}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..145aef575e0fc28656c62acbc74268e01ca4b916 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_679517066eea0d4f +-- problem_id: v2p_c2_2d6a191e39795240 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "doors", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "doors" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfc41480ea2ced95e051d368271002cead4a7fda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"doors\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"doors\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"doors\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"doors\", \"target_rate\"], \"rows\": [{\"maint\": \"low\", \"doors\": \"4\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"low\", \"doors\": \"5more\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"med\", \"doors\": \"4\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"med\", \"doors\": \"5more\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"low\", \"doors\": \"3\", \"target_rate\": 0.05555555555555555}, {\"maint\": \"med\", \"doors\": \"3\", \"target_rate\": 0.05555555555555555}, {\"maint\": \"high\", \"doors\": \"4\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"high\", \"doors\": \"5more\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"low\", \"doors\": \"2\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"med\", \"doors\": \"2\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"high\", \"doors\": \"3\", \"target_rate\": 0.027777777777777776}, {\"maint\": \"high\", \"doors\": \"2\", \"target_rate\": 0.018518518518518517}, {\"maint\": \"vhigh\", \"doors\": \"2\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"doors\": \"3\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"doors\": \"4\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"doors\": \"5more\", \"target_rate\": 0.0}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c70e3947ac74d1b2c7ea1584e2e7e6c5dbd06354 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:14:08.968143+00:00", + "ended_at": "2026-05-04T08:14:27.513785+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_679517066eea0d4f", + "problem_id": "v2p_c2_2d6a191e39795240", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=doors, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "target_col": "class", + "target_value": "vgood", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_679517066eea0d4f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_679517066eea0d4f", + "api_calls": 0, + "input_tokens": 21796, + "cached_input_tokens": 20864, + "output_tokens": 138, + "total_tokens": 21934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1706, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1828, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18517.55, + "sql_execution_elapsed_ms_total": 1.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_679517066eea0d4f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3d2d1eb1107d12b3762b7d20a235d460bffed9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_679517066eea0d4f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:27.504602+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18517.55, "started_at": "2026-05-04T08:14:08.970496+00:00", "ended_at": "2026-05-04T08:14:27.488224+00:00", "prompt_metrics": {"chars": 5945, "bytes_utf8": 5945, "lines": 183, "estimated_tokens": 1706}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21796, "cached_input_tokens": 20864, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:14:09.174305Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:13.229563Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=safety.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "safety", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba0661d8fe6b9b765e9fa82c8ecc0075042186e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-b22b-7722-affa-24cc8637fa4d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 16;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"safety\\\" on single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":19840,"output_tokens":134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..254336e89a8af1be6b17fddacb1587e008eaa93c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 16;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"safety\" on single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..359de6a51337d0fe9af68257fddaff959dfd0768 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:05.728981Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:08.028163Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:16.443442Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..25d05c3bbe1762c2155ef31bed8d9b0141f11759 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=safety. +Result preview: [{"safety": "high", "support": 576}, {"safety": "low", "support": 576}, {"safety": "med", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..83bc6aab6603449b1d53af285b136f486b2d063f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_68d80e0ece6623a8 +-- problem_id: v2p_c2_bc9ded0a45bb85aa +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..006bffcfef68a6398ffab600d2e981df4f2035b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 16;\", \"columns\": [\"safety\", \"support\"], \"rows\": [{\"safety\": \"high\", \"support\": 576}, {\"safety\": \"low\", \"support\": 576}, {\"safety\": \"med\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9d4cefb26299f151072ebc4b6007edc435aab9a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:32:05.544589+00:00", + "ended_at": "2026-05-04T08:32:17.130671+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_68d80e0ece6623a8", + "problem_id": "v2p_c2_bc9ded0a45bb85aa", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_68d80e0ece6623a8.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_68d80e0ece6623a8", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 21839, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1704, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11558.16, + "sql_execution_elapsed_ms_total": 1.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_68d80e0ece6623a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c414111eff1e623ae02b90e35b6ee0bb4b13fcd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_68d80e0ece6623a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:17.122550+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11558.16, "started_at": "2026-05-04T08:32:05.546751+00:00", "ended_at": "2026-05-04T08:32:17.104948+00:00", "prompt_metrics": {"chars": 5653, "bytes_utf8": 5653, "lines": 178, "estimated_tokens": 1617}, "response_metrics": {"chars": 313, "bytes_utf8": 313, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21705, "cached_input_tokens": 19840, "output_tokens": 134}, "stderr_preview": "2026-05-04T08:32:05.728981Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:08.028163Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "more", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b574fb19b58ca20213db327fb52ed8584f15fcd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-4073-7bc1-90e0-be2c435c2ab3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = 'more'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"class\\\" and predicate_col bound to \\\"persons\\\" = 'more'. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21740,"cached_input_tokens":6528,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a440818462aa51e9defc4328809dc8fb7013e45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"persons\" = 'more'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"class\" and predicate_col bound to \"persons\" = 'more'. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e31644505c913bf9875ee28c36a4017e0fce2fca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:57.862609Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:00.169844Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:07.817007Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cafbee5d49db5bd2cca5a5e1f657eafcc678c144 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "unacc", "support": 322}, {"class": "acc", "support": 186}, {"class": "vgood", "support": 35}, {"class": "good", "support": 33}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..672a8b6fdaffc6f04027be4e32c7fcd2d5b9e9d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_69edb45b08158006 +-- problem_id: v2p_c2_792d760c1ed738d8 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "persons" = 'more' +GROUP BY "class" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76be96e1b0dbbf31a7436518a93695c39eb51d95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"persons\" = 'more'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = 'more'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"unacc\", \"support\": 322}, {\"class\": \"acc\", \"support\": 186}, {\"class\": \"vgood\", \"support\": 35}, {\"class\": \"good\", \"support\": 33}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2751d889894a14cab4e1b30232b06fa5a3918bb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:23:57.676248+00:00", + "ended_at": "2026-05-04T08:24:08.409864+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_69edb45b08158006", + "problem_id": "v2p_c2_792d760c1ed738d8", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "more", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_69edb45b08158006.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_69edb45b08158006", + "api_calls": 0, + "input_tokens": 21740, + "cached_input_tokens": 6528, + "output_tokens": 118, + "total_tokens": 21858, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1652, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1754, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10701.88, + "sql_execution_elapsed_ms_total": 1.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_69edb45b08158006\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6022172d6cf8a4877bc8826bfe20a26a76b1caae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_69edb45b08158006/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:08.399996+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10701.88, "started_at": "2026-05-04T08:23:57.678427+00:00", "ended_at": "2026-05-04T08:24:08.377992+00:00", "prompt_metrics": {"chars": 5847, "bytes_utf8": 5847, "lines": 182, "estimated_tokens": 1652}, "response_metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21740, "cached_input_tokens": 6528, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:23:57.862609Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:00.169844Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=safety, condition_col=safety.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55b0c878aa3db4e10890062e7ddc83681801be2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-7420-7600-a197-b841c75648e0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"safety\\\",\\n SUM(CASE WHEN \\\"safety\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"safety\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"safety\\\"\\n)\\nSELECT \\\"safety\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the required grouped-ratio template exactly as planned with group_col=\\\"safety\\\" and condition_col=\\\"safety\\\", positive_value='high', negative_value='low'. Because the grouping column and condition column are the same, each group is self-referential: the 'high' group yields a positive ratio with zero denominator, the 'low' group yields zero numerator over a positive denominator, and the 'med' group yields zero over zero as NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21906,"cached_input_tokens":21376,"output_tokens":245}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..450707e78dc9da6eb2a22c97015e5b173667003a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"safety\",\n SUM(CASE WHEN \"safety\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"safety\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"safety\"\n)\nSELECT \"safety\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the required grouped-ratio template exactly as planned with group_col=\"safety\" and condition_col=\"safety\", positive_value='high', negative_value='low'. Because the grouping column and condition column are the same, each group is self-referential: the 'high' group yields a positive ratio with zero denominator, the 'low' group yields zero numerator over a positive denominator, and the 'med' group yields zero over zero as NULL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e26745fbd3eaa72beb4c3714b97d76eccb5553e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:10.219592Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:12.722266Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:22.904021Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26f1cede363f7c0e9b195c844ee88e33c603069e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=safety, condition_col=safety. +Result preview: [{"safety": "low", "condition_ratio": 0.0}, {"safety": "high", "condition_ratio": null}, {"safety": "med", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de05b8e691f177cb766709c58bff45362d2715fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_6a121881dce405bb +-- problem_id: v2p_c2_a5b0ecb152bb7568 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "safety", + SUM(CASE WHEN "safety" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "safety" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "safety" +) +SELECT "safety", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b855937a8766ff039168305b06ec2446fafda113 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"safety\",\n SUM(CASE WHEN \"safety\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"safety\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"safety\"\n)\nSELECT \"safety\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"safety\\\",\\n SUM(CASE WHEN \\\"safety\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"safety\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"safety\\\"\\n)\\nSELECT \\\"safety\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"safety\", \"condition_ratio\"], \"rows\": [{\"safety\": \"low\", \"condition_ratio\": 0.0}, {\"safety\": \"high\", \"condition_ratio\": null}, {\"safety\": \"med\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..554cb366e244a6f09cbb9577567db310c2cc31f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:12:10.018144+00:00", + "ended_at": "2026-05-04T08:12:23.869461+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6a121881dce405bb", + "problem_id": "v2p_c2_a5b0ecb152bb7568", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=safety, condition_col=safety.", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_6a121881dce405bb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6a121881dce405bb", + "api_calls": 0, + "input_tokens": 21906, + "cached_input_tokens": 21376, + "output_tokens": 245, + "total_tokens": 22151, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1816, + "estimated_output_tokens": 229, + "estimated_total_tokens": 2045, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13823.04, + "sql_execution_elapsed_ms_total": 1.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_6a121881dce405bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d8352ae736056144bc99d728a4ad6cb49c39a4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a121881dce405bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:23.861017+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13823.04, "started_at": "2026-05-04T08:12:10.020124+00:00", "ended_at": "2026-05-04T08:12:23.843506+00:00", "prompt_metrics": {"chars": 6471, "bytes_utf8": 6471, "lines": 183, "estimated_tokens": 1816}, "response_metrics": {"chars": 920, "bytes_utf8": 920, "lines": 1, "estimated_tokens": 229}, "usage": {"input_tokens": 21906, "cached_input_tokens": 21376, "output_tokens": 245}, "stderr_preview": "2026-05-04T08:12:10.219592Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:12.722266Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "lug_boot", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "small", + "entity_col": "lug_boot", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b9262844f933d061ec813e1eecf4fd4e951db38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-20d8-7722-8a48-fa649d41c378"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"lug_boot\\\", COUNT(DISTINCT \\\"lug_boot\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'small'\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template and fixed bindings exactly as given, with SQLite-compatible identifier quoting and a string literal for the predicate value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":20864,"output_tokens":152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee5fe00254d83f6100cd4995272531b2b7ba5365 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"lug_boot\", COUNT(DISTINCT \"lug_boot\") AS distinct_entities\nFROM \"c2\"\nWHERE \"lug_boot\" = 'small'\nGROUP BY \"lug_boot\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Used the provided template and fixed bindings exactly as given, with SQLite-compatible identifier quoting and a string literal for the predicate value."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0503cf937c8a8d7a768eee0317a08d819c76c442 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:23.932569Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:26.357343Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:35.070972Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e084563ee09430f14ecbca1e2db6e0eabed223b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "small", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..76cfc17f23b2a5b9ea5f091437c66e3b695c7338 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_6a8350a64d22cf3d +-- problem_id: v2p_c2_95dc1c0ea0d55198 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(DISTINCT "lug_boot") AS distinct_entities +FROM "c2" +WHERE "lug_boot" = 'small' +GROUP BY "lug_boot" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..186f1913a126dcfb2447f870789163a3a6e6840e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"lug_boot\", COUNT(DISTINCT \"lug_boot\") AS distinct_entities\nFROM \"c2\"\nWHERE \"lug_boot\" = 'small'\nGROUP BY \"lug_boot\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"lug_boot\\\", COUNT(DISTINCT \\\"lug_boot\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'small'\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"lug_boot\", \"distinct_entities\"], \"rows\": [{\"lug_boot\": \"small\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eec96f8efffc6d54c3078e98affe1801e9c117ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:42:23.609565+00:00", + "ended_at": "2026-05-04T08:42:35.713764+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6a8350a64d22cf3d", + "problem_id": "v2p_c2_95dc1c0ea0d55198", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "small", + "entity_col": "lug_boot", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_6a8350a64d22cf3d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6a8350a64d22cf3d", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 21928, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1783, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12076.67, + "sql_execution_elapsed_ms_total": 0.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_6a8350a64d22cf3d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d8920992326ce42bd24bed0ba24043f754aec98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6a8350a64d22cf3d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:35.704719+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12076.67, "started_at": "2026-05-04T08:42:23.611420+00:00", "ended_at": "2026-05-04T08:42:35.688268+00:00", "prompt_metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 184, "estimated_tokens": 1688}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21776, "cached_input_tokens": 20864, "output_tokens": 152}, "stderr_preview": "2026-05-04T08:42:23.932569Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:26.357343Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=lug_boot, condition_col=lug_boot.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "lug_boot", + "condition_col": "lug_boot", + "condition_value": "big", + "positive_value": "big", + "negative_value": "med", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3150b28c94e999d654286a2d32e507999e8ac6ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-097e-7e13-a3f7-b04b8ca1982e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"lug_boot\\\" = 'big' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"lug_boot\\\", condition_col=\\\"lug_boot\\\", and condition_value='big' on the single table \\\"c2\\\" using SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21760,"cached_input_tokens":20864,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..292fa3ee50494841ddc31cb618038d09a4c55718 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"lug_boot\",\n AVG(CASE WHEN \"lug_boot\" = 'big' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"lug_boot\", condition_col=\"lug_boot\", and condition_value='big' on the single table \"c2\" using SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d737f039a0cfbf0f8b4035675751e950711d4097 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:16.146689Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:18.604607Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:30.714645Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..46a70c57cc56ba40f51f4029402f1625903098c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=lug_boot, condition_col=lug_boot. +Result preview: [{"lug_boot": "big", "condition_rate": 1.0}, {"lug_boot": "small", "condition_rate": 0.0}, {"lug_boot": "med", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fea4b4854dcc38add708bd0cb838518ee0b0cee2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_6cf452dd09aca6fa +-- problem_id: v2p_c2_78566860196a052b +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", + AVG(CASE WHEN "lug_boot" = 'big' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "lug_boot" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23d3078d12a779f46d651e43bc381128f7cf965e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"lug_boot\",\n AVG(CASE WHEN \"lug_boot\" = 'big' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"lug_boot\\\" = 'big' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"lug_boot\", \"condition_rate\"], \"rows\": [{\"lug_boot\": \"big\", \"condition_rate\": 1.0}, {\"lug_boot\": \"small\", \"condition_rate\": 0.0}, {\"lug_boot\": \"med\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a88ad1aefea5bd9d234c1581b739df42086c3520 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:18:15.925271+00:00", + "ended_at": "2026-05-04T08:18:31.579150+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6cf452dd09aca6fa", + "problem_id": "v2p_c2_78566860196a052b", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=lug_boot, condition_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "condition_col": "lug_boot", + "condition_value": "big", + "positive_value": "big", + "negative_value": "med", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_6cf452dd09aca6fa.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6cf452dd09aca6fa", + "api_calls": 0, + "input_tokens": 21760, + "cached_input_tokens": 20864, + "output_tokens": 124, + "total_tokens": 21884, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1670, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1778, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15625.29, + "sql_execution_elapsed_ms_total": 1.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_6cf452dd09aca6fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff34536b6609ff3047c7558c3bb873d0ab00c8f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6cf452dd09aca6fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:31.570294+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15625.29, "started_at": "2026-05-04T08:18:15.927510+00:00", "ended_at": "2026-05-04T08:18:31.552729+00:00", "prompt_metrics": {"chars": 5908, "bytes_utf8": 5908, "lines": 183, "estimated_tokens": 1670}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21760, "cached_input_tokens": 20864, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:18:16.146689Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:18.604607Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=safety.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "med", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..671c59405c45b27a84e0c082a814d2befe62bda7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-ee18-7720-835e-296b667abac2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"safety\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'med'\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required filtered two-dimensional group count template with group columns \\\"buying\\\" and \\\"safety\\\", filtering rows where \\\"lug_boot\\\" = 'med'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21790,"cached_input_tokens":21376,"output_tokens":106}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f84ee91af8ac11b0513388adb1c2f7daef35cc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"safety\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"lug_boot\" = 'med'\nGROUP BY \"buying\", \"safety\"\nORDER BY row_count DESC;","notes":"Used the required filtered two-dimensional group count template with group columns \"buying\" and \"safety\", filtering rows where \"lug_boot\" = 'med'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d221b64ddf02f35ffac90d31157f996a25b0ff3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:24.817227Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:27.223776Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:35.563101Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7aefce47f20b420d86f94afc0ddb88e6b92fe09e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=safety. +Result preview: [{"buying": "high", "safety": "high", "row_count": 48}, {"buying": "high", "safety": "low", "row_count": 48}, {"buying": "high", "safety": "med", "row_count": 48}, {"buying": "low", "safety": "high", "row_count": 48}, {"buying": "low", "safety": "low", "row_count": 48}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a4889403783e6e8db85793f1d2e0f4c4a8469e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_6e9793e4614739fe +-- problem_id: v2p_c2_4a8c4accfa26317e +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "safety", COUNT(*) AS row_count +FROM "c2" +WHERE "lug_boot" = 'med' +GROUP BY "buying", "safety" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8055c0c2b4398d0cd5dffe7f65ac81adc23253b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"safety\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"lug_boot\" = 'med'\nGROUP BY \"buying\", \"safety\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"safety\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'med'\\nGROUP BY \\\"buying\\\", \\\"safety\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"buying\", \"safety\", \"row_count\"], \"rows\": [{\"buying\": \"high\", \"safety\": \"high\", \"row_count\": 48}, {\"buying\": \"high\", \"safety\": \"low\", \"row_count\": 48}, {\"buying\": \"high\", \"safety\": \"med\", \"row_count\": 48}, {\"buying\": \"low\", \"safety\": \"high\", \"row_count\": 48}, {\"buying\": \"low\", \"safety\": \"low\", \"row_count\": 48}, {\"buying\": \"low\", \"safety\": \"med\", \"row_count\": 48}, {\"buying\": \"med\", \"safety\": \"high\", \"row_count\": 48}, {\"buying\": \"med\", \"safety\": \"low\", \"row_count\": 48}, {\"buying\": \"med\", \"safety\": \"med\", \"row_count\": 48}, {\"buying\": \"vhigh\", \"safety\": \"high\", \"row_count\": 48}, {\"buying\": \"vhigh\", \"safety\": \"low\", \"row_count\": 48}, {\"buying\": \"vhigh\", \"safety\": \"med\", \"row_count\": 48}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eecc91974886b9208a8bd413ef14656eeba80aea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:09:24.626406+00:00", + "ended_at": "2026-05-04T08:09:36.516738+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6e9793e4614739fe", + "problem_id": "v2p_c2_4a8c4accfa26317e", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=safety.", + "bindings": { + "group_col": "buying", + "group_col_2": "safety", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "med", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_6e9793e4614739fe.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6e9793e4614739fe", + "api_calls": 0, + "input_tokens": 21790, + "cached_input_tokens": 21376, + "output_tokens": 106, + "total_tokens": 21896, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1700, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1802, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11855.89, + "sql_execution_elapsed_ms_total": 1.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_6e9793e4614739fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b9978c8941061936d25e7068671c93fcf7e1c43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6e9793e4614739fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:36.508321+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11855.89, "started_at": "2026-05-04T08:09:24.629076+00:00", "ended_at": "2026-05-04T08:09:36.485187+00:00", "prompt_metrics": {"chars": 5969, "bytes_utf8": 5969, "lines": 184, "estimated_tokens": 1700}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21790, "cached_input_tokens": 21376, "output_tokens": 106}, "stderr_preview": "2026-05-04T08:09:24.817227Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:27.223776Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=maint.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "buying", + "group_col_2": "maint", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2fdabb6019386220cf8fdd9403552cb5c26669f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-2e76-7f22-9a88-bf42276b3c24"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"maint\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"buying\\\", \\\"maint\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the provided Filtered Two-Dimensional Group Count template with fixed bindings: group_col=buying, group_col_2=maint, predicate_col=buying, predicate_op==, predicate_value='high'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21789,"cached_input_tokens":19840,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b379448813b4a4a56f48991d9546dd408942e00c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"maint\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"buying\", \"maint\"\nORDER BY \"row_count\" DESC;","notes":"Used the provided Filtered Two-Dimensional Group Count template with fixed bindings: group_col=buying, group_col_2=maint, predicate_col=buying, predicate_op==, predicate_value='high'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f47effb07912603559d7bcd02b34a9e6ed84a427 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:35.754053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:38.413316Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:46.227478Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7d492d33a0f89f689f1253ef65a91f9d16b67db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=maint. +Result preview: [{"buying": "high", "maint": "high", "row_count": 108}, {"buying": "high", "maint": "low", "row_count": 108}, {"buying": "high", "maint": "med", "row_count": 108}, {"buying": "high", "maint": "vhigh", "row_count": 108}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ecd7c171173a6d8dcacc9cc3de0d4ff367b86625 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_6f472f154b29cc74 +-- problem_id: v2p_c2_ab75b0498b54c28d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "maint", COUNT(*) AS "row_count" +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "buying", "maint" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52d1b7107b2542ebcccbd2bc128c8af6ee6566e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"maint\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"buying\", \"maint\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"maint\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"buying\\\", \\\"maint\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"buying\", \"maint\", \"row_count\"], \"rows\": [{\"buying\": \"high\", \"maint\": \"high\", \"row_count\": 108}, {\"buying\": \"high\", \"maint\": \"low\", \"row_count\": 108}, {\"buying\": \"high\", \"maint\": \"med\", \"row_count\": 108}, {\"buying\": \"high\", \"maint\": \"vhigh\", \"row_count\": 108}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2198058e21bf801dcf429ff25f18d192b617beda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:08:35.578236+00:00", + "ended_at": "2026-05-04T08:08:47.840839+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6f472f154b29cc74", + "problem_id": "v2p_c2_ab75b0498b54c28d", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=maint.", + "bindings": { + "group_col": "buying", + "group_col_2": "maint", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_6f472f154b29cc74.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6f472f154b29cc74", + "api_calls": 0, + "input_tokens": 21789, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 21932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1699, + "estimated_output_tokens": 127, + "estimated_total_tokens": 1826, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11679.34, + "sql_execution_elapsed_ms_total": 1.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_6f472f154b29cc74\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eee97f8ec59d51a7a346231bceaa08e39ad72dcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f472f154b29cc74/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:47.831445+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11679.34, "started_at": "2026-05-04T08:08:35.579811+00:00", "ended_at": "2026-05-04T08:08:47.258506+00:00", "prompt_metrics": {"chars": 5966, "bytes_utf8": 5966, "lines": 184, "estimated_tokens": 1699}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 21789, "cached_input_tokens": 19840, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:08:35.754053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:38.413316Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "safety", + "entity_col": "safety", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79703267795252492e515cc90a967df495f4fdd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-a395-7d62-b744-b82a6e7966e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Applied the required template with group_col and entity_col both bound to \\\"safety\\\". Because the distinct entity column matches the grouping column, each non-null group will have a distinct count of 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21721,"cached_input_tokens":20864,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da892c6006f853af7e6f62e3d7f49fd7e7392d59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Applied the required template with group_col and entity_col both bound to \"safety\". Because the distinct entity column matches the grouping column, each non-null group will have a distinct count of 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..283c9fd27bfd8cb3a02f4866d2bd015b90bf1fc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:40.756089Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:43.266426Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:51.208920Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cd036c657b6b6305924f5e126eaec2fdb42f29b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety. +Result preview: [{"safety": "med", "distinct_entities": 1}, {"safety": "low", "distinct_entities": 1}, {"safety": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a059cb6fcfacb1f98405759db5cbb2139a50fbab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_6f9060cd66b0577a +-- problem_id: v2p_c2_27486c655bd49287 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69bb0b461ef9f794b1377e6b87a83b0539b0936b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"safety\", \"distinct_entities\"], \"rows\": [{\"safety\": \"med\", \"distinct_entities\": 1}, {\"safety\": \"low\", \"distinct_entities\": 1}, {\"safety\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c1547254e6c4ef8568923fea3e05b545e3fe187 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:39:40.557604+00:00", + "ended_at": "2026-05-04T08:39:51.882014+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_6f9060cd66b0577a", + "problem_id": "v2p_c2_27486c655bd49287", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "entity_col": "safety", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_6f9060cd66b0577a.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_6f9060cd66b0577a", + "api_calls": 0, + "input_tokens": 21721, + "cached_input_tokens": 20864, + "output_tokens": 157, + "total_tokens": 21878, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1633, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1734, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11297.4, + "sql_execution_elapsed_ms_total": 1.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_6f9060cd66b0577a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b548abec8567449c98e401874efcf31b2d799cd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_6f9060cd66b0577a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:51.874162+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11297.4, "started_at": "2026-05-04T08:39:40.559393+00:00", "ended_at": "2026-05-04T08:39:51.856748+00:00", "prompt_metrics": {"chars": 5775, "bytes_utf8": 5775, "lines": 180, "estimated_tokens": 1633}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21721, "cached_input_tokens": 20864, "output_tokens": 157}, "stderr_preview": "2026-05-04T08:39:40.756089Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:43.266426Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "lug_boot", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..659ed53151fd3383700afa97e3f870c3bc6b0a20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-1a7e-7303-94ac-98dc29996ec6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped count template with group_col bound to \\\"lug_boot\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21672,"cached_input_tokens":6528,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2bf47fada3cc481dd42bcbdc8c30087eefb03d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"lug_boot\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped count template with group_col bound to \"lug_boot\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11ac3ce01117d513ac294dec6d9be4520abf8c48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:59.208026Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:01.628543Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:12.849595Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f78e2e0b6134493723bcc53e653bd15be3352996 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "small", "row_count": 576}, {"lug_boot": "med", "row_count": 576}, {"lug_boot": "big", "row_count": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3f56f05703790d507d39b02f9cf2b7a9f356137 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_70a84fe013e0935c +-- problem_id: v2p_c2_6ff203fae79abab2 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS "row_count" +FROM "c2" +GROUP BY "lug_boot" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7d9552c28eb5151a57b8a5b94ea881de430cb8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"lug_boot\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"lug_boot\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"lug_boot\", \"row_count\"], \"rows\": [{\"lug_boot\": \"small\", \"row_count\": 576}, {\"lug_boot\": \"med\", \"row_count\": 576}, {\"lug_boot\": \"big\", \"row_count\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e07335b7d8a2f62c03447e85b33d9cec21ba4db6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:25:59.030383+00:00", + "ended_at": "2026-05-04T08:26:13.593847+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_70a84fe013e0935c", + "problem_id": "v2p_c2_6ff203fae79abab2", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_70a84fe013e0935c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_70a84fe013e0935c", + "api_calls": 0, + "input_tokens": 21672, + "cached_input_tokens": 6528, + "output_tokens": 120, + "total_tokens": 21792, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1582, + "estimated_output_tokens": 75, + "estimated_total_tokens": 1657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14535.56, + "sql_execution_elapsed_ms_total": 1.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_70a84fe013e0935c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..761c5fcac730f47c18eac0c4fca3114c70cc4478 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_70a84fe013e0935c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:13.585215+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14535.56, "started_at": "2026-05-04T08:25:59.032759+00:00", "ended_at": "2026-05-04T08:26:13.568393+00:00", "prompt_metrics": {"chars": 5575, "bytes_utf8": 5575, "lines": 178, "estimated_tokens": 1582}, "response_metrics": {"chars": 282, "bytes_utf8": 282, "lines": 1, "estimated_tokens": 75}, "usage": {"input_tokens": 21672, "cached_input_tokens": 6528, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:25:59.208026Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:01.628543Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "buying", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "big", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d6081a87589e56947c17c640373b43ffdb71424 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-9a49-7560-b5fa-c9f00cad8845"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'big'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col=\\\"buying\\\" and filter \\\"lug_boot\\\" = 'big' on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21745,"cached_input_tokens":20864,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d112632264a8a1c7d6860b629bdca121cd489b27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"lug_boot\" = 'big'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 16;","notes":"Uses the required Filtered Top-k Group Count template with group_col=\"buying\" and filter \"lug_boot\" = 'big' on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e38014dd362be6a3277f62f7fe2c61b5c4f8500 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:20.887055Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:23.283928Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:32.030421Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..720e6eba9f925a10fb239ce316e40442da8888d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=buying. +Result preview: [{"buying": "vhigh", "support": 144}, {"buying": "med", "support": 144}, {"buying": "low", "support": 144}, {"buying": "high", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2294484833e5561a92c44b927bf4073f74d65084 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_748a95c5a69eca67 +-- problem_id: v2p_c2_786bc5178883ed0d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "lug_boot" = 'big' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..911c3935ca7519eb63ebdab9f6d588311b953e05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"lug_boot\" = 'big'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'big'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"buying\", \"support\"], \"rows\": [{\"buying\": \"vhigh\", \"support\": 144}, {\"buying\": \"med\", \"support\": 144}, {\"buying\": \"low\", \"support\": 144}, {\"buying\": \"high\", \"support\": 144}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5e99c7764b136ea57185cff038defe6c477aea5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:24:20.464788+00:00", + "ended_at": "2026-05-04T08:24:32.773558+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_748a95c5a69eca67", + "problem_id": "v2p_c2_786bc5178883ed0d", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "big", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_748a95c5a69eca67.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_748a95c5a69eca67", + "api_calls": 0, + "input_tokens": 21745, + "cached_input_tokens": 20864, + "output_tokens": 142, + "total_tokens": 21887, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1657, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1755, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12279.75, + "sql_execution_elapsed_ms_total": 1.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_748a95c5a69eca67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d477b2ad06592bf95488ecbd1292421b70c383c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_748a95c5a69eca67/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:32.762434+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12279.75, "started_at": "2026-05-04T08:24:20.467310+00:00", "ended_at": "2026-05-04T08:24:32.747090+00:00", "prompt_metrics": {"chars": 5850, "bytes_utf8": 5850, "lines": 182, "estimated_tokens": 1657}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21745, "cached_input_tokens": 20864, "output_tokens": 142}, "stderr_preview": "2026-05-04T08:24:20.887055Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:23.283928Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "good", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..376d1336f713cda7638c8d66b1fdd6f92686a3e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-1b8a-7e61-8668-951ffeda3808"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='good', min_support=4, and top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":21376,"output_tokens":204}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a584c203cce33c909876f83589c3979297be6c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"class\", target_col=\"class\", target_value='good', min_support=4, and top_k=15."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..093137ecab55858da3f578c92064768f3acd1c4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:21.630285Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:24.034391Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:34.122449Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e147e0ddec192a0b55ee3ff1559e467e48815ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class. +Result preview: [{"class": "good", "support": 69, "focus_rate": 1.0}, {"class": "vgood", "support": 65, "focus_rate": 0.0}, {"class": "acc", "support": 384, "focus_rate": 0.0}, {"class": "unacc", "support": 1210, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..feff907e7c40aca85a738a93e0f5b65264e6a68f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_76087f81882f1fe0 +-- problem_id: v2p_c2_6887832bc0f55a64 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "class" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3af27d88f4e09e5868bebe3f4ea3644254c9175 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"class\", \"support\", \"focus_rate\"], \"rows\": [{\"class\": \"good\", \"support\": 69, \"focus_rate\": 1.0}, {\"class\": \"vgood\", \"support\": 65, \"focus_rate\": 0.0}, {\"class\": \"acc\", \"support\": 384, \"focus_rate\": 0.0}, {\"class\": \"unacc\", \"support\": 1210, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1f70fc5f95582502ba9201f622d1813af259f255 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:30:21.427333+00:00", + "ended_at": "2026-05-04T08:30:34.846292+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_76087f81882f1fe0", + "problem_id": "v2p_c2_6887832bc0f55a64", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "good", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_76087f81882f1fe0.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_76087f81882f1fe0", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 21376, + "output_tokens": 204, + "total_tokens": 22012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13390.68, + "sql_execution_elapsed_ms_total": 1.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_76087f81882f1fe0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4997f3dbb91cc989cd2704d7b36dcf08c1822d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:34.837611+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13390.68, "started_at": "2026-05-04T08:30:21.429484+00:00", "ended_at": "2026-05-04T08:30:34.819869+00:00", "prompt_metrics": {"chars": 5994, "bytes_utf8": 5994, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21808, "cached_input_tokens": 21376, "output_tokens": 204}, "stderr_preview": "2026-05-04T08:30:21.630285Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:24.034391Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='good', min_support=4, and top_k=15.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad74d3ac2935f75241b0a5535076415ff5fdbb78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_76087f81882f1fe0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_76087f81882f1fe0", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 21376, + "output_tokens": 204, + "total_tokens": 22012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13390.68, + "sql_execution_elapsed_ms_total": 1.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_76087f81882f1fe0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1533a867c2f169783cb2876eb4cf08618f2b4fdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1619}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 309, "bytes_utf8": 309, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21707, "cached_input_tokens": 20864, "output_tokens": 143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..47ca23dd0a492140a572397a71a2404cdf7e1e91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_78eff5e695ce09c4", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 143, + "total_tokens": 21850, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1619, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1706, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15996.54, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_78eff5e695ce09c4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ce9ebe4f48829ddaea2cfce2570b0cc473f9e11e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:31:49.516769+00:00", + "ended_at": "2026-05-04T08:32:05.513850+00:00", + "elapsed_ms": 15996.54, + "prompt_metrics": { + "chars": 5651, + "bytes_utf8": 5651, + "lines": 178, + "estimated_tokens": 1619 + }, + "stdout_metrics": { + "chars": 632, + "bytes_utf8": 632, + "lines": 4, + "estimated_tokens": 192 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13195 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 309, + "bytes_utf8": 309, + "lines": 1, + "estimated_tokens": 87 + }, + "usage": { + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6268f373025357ec71ec42004de0072284ff9cdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=safety.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "safety", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..689a6f1c3778bd884bd890271fa86d8727653338 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-8120-7360-80f5-0a13cedfe2d1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 11;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"safety\\\" and top_k set to 11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21707,"cached_input_tokens":20864,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05201d6b6f2a9328976b11decdeadc4c82d2a72c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 11;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"safety\" and top_k set to 11."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f99a3ed1339847abab743f8b2d26ca700af1366d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:53.255586Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:55.664821Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:04.652459Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d25507c296aa95f3f5561a9ae92d3c4c753cd0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=safety. +Result preview: [{"safety": "high", "support": 576}, {"safety": "low", "support": 576}, {"safety": "med", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..18cfebc23336e789f65ee198e5dba12079689497 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_78eff5e695ce09c4 +-- problem_id: v2p_c2_f35c0352778c575a +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9745d209c6c12671cb3e0bc4849bd30cf9f341b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 11;\", \"columns\": [\"safety\", \"support\"], \"rows\": [{\"safety\": \"high\", \"support\": 576}, {\"safety\": \"low\", \"support\": 576}, {\"safety\": \"med\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e562b9ad30bd753d6ff92ed90fd841b62b6fd3f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:31:49.514726+00:00", + "ended_at": "2026-05-04T08:32:05.542025+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_78eff5e695ce09c4", + "problem_id": "v2p_c2_f35c0352778c575a", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_78eff5e695ce09c4.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_78eff5e695ce09c4", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 143, + "total_tokens": 21850, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1619, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1706, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15996.54, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_78eff5e695ce09c4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bfb541e0efa58c0820642d4578ad309a2ee8af5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_78eff5e695ce09c4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:05.534148+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15996.54, "started_at": "2026-05-04T08:31:49.516769+00:00", "ended_at": "2026-05-04T08:32:05.513850+00:00", "prompt_metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1619}, "response_metrics": {"chars": 309, "bytes_utf8": 309, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21707, "cached_input_tokens": 20864, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:31:53.255586Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:55.664821Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=buying.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "buying", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..38d97272dae6baf712a692cb25920c827634f613 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-5b49-70f2-9e5c-e3b826a02c7d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY support ASC, \\\"buying\\\"\\nLIMIT 18;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"buying\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":19840,"output_tokens":162}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a9661b5245a6a60a9df74994176f9c9f9bf275f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"buying\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY support ASC, \"buying\"\nLIMIT 18;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"buying\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eeebe3cf882e81b3ef95005963f80b070103ece3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:49.021789Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:51.338204Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:00.910861Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aafb01aa0365ab4105d24efea8d81ed4de9975ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=buying. +Result preview: [{"buying": "high", "support": 432}, {"buying": "low", "support": 432}, {"buying": "med", "support": 432}, {"buying": "vhigh", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4c6e82f5992322700dcc724ebed07b3c06e76f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_791758b6abbae2a8 +-- problem_id: v2p_c2_b1d95f7cc7960ae5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying" +ORDER BY support ASC, "buying" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cae4e946d4d36c52d91cc627c64c387d6fb4036 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"buying\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY support ASC, \"buying\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY support ASC, \\\"buying\\\"\\nLIMIT 18;\", \"columns\": [\"buying\", \"support\"], \"rows\": [{\"buying\": \"high\", \"support\": 432}, {\"buying\": \"low\", \"support\": 432}, {\"buying\": \"med\", \"support\": 432}, {\"buying\": \"vhigh\", \"support\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..124f62e7ce712484eba2ab266d8994ecd93c25b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:32:48.839902+00:00", + "ended_at": "2026-05-04T08:33:01.792474+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_791758b6abbae2a8", + "problem_id": "v2p_c2_b1d95f7cc7960ae5", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_791758b6abbae2a8.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_791758b6abbae2a8", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 19840, + "output_tokens": 162, + "total_tokens": 21868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 88, + "estimated_total_tokens": 1706, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12923.91, + "sql_execution_elapsed_ms_total": 1.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_791758b6abbae2a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b49a26643428442aec5695272b91a313ae456618 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_791758b6abbae2a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:01.783572+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12923.91, "started_at": "2026-05-04T08:32:48.842699+00:00", "ended_at": "2026-05-04T08:33:01.766718+00:00", "prompt_metrics": {"chars": 5653, "bytes_utf8": 5653, "lines": 178, "estimated_tokens": 1618}, "response_metrics": {"chars": 317, "bytes_utf8": 317, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 21706, "cached_input_tokens": 19840, "output_tokens": 162}, "stderr_preview": "2026-05-04T08:32:49.021789Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:51.338204Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=maint, group_col_2=persons.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a10453a69b3f6b45f08ccec3aeb3d344f60a99b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df221-65c6-7f72-b697-68895840d592"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"persons\\\"\\nLIMIT 12;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"maint\\\", group_col_2=\\\"persons\\\", table=\\\"c2\\\", and top_k=12. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21772,"cached_input_tokens":20864,"output_tokens":131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..586dfe8828927ae33016c944faa6402f74287de8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY support ASC, \"maint\", \"persons\"\nLIMIT 12;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"maint\", group_col_2=\"persons\", table=\"c2\", and top_k=12. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b32462d8675a9f9e6fdfcc0f5deb4077d347e73a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:36:08.354240Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:36:10.838571Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:36:18.539849Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2c067b61c2872879c6a61a1a572c7c50731e247 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=maint, group_col_2=persons. +Result preview: [{"maint": "high", "persons": "2", "support": 144}, {"maint": "high", "persons": "4", "support": 144}, {"maint": "high", "persons": "more", "support": 144}, {"maint": "low", "persons": "2", "support": 144}, {"maint": "low", "persons": "4", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b212eb895441b61740c710e9bcb6d1b1cf778301 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_796536c093606bfb +-- problem_id: v2p_c2_39cbdd10c5c44129 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY support ASC, "maint", "persons" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0e76d8aa0c9dd4f30b4189372cd7f30b6f9db2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"persons\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY support ASC, \"maint\", \"persons\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"persons\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"persons\\\"\\nLIMIT 12;\", \"columns\": [\"maint\", \"persons\", \"support\"], \"rows\": [{\"maint\": \"high\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"high\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"high\", \"persons\": \"more\", \"support\": 144}, {\"maint\": \"low\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"low\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"low\", \"persons\": \"more\", \"support\": 144}, {\"maint\": \"med\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"med\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"med\", \"persons\": \"more\", \"support\": 144}, {\"maint\": \"vhigh\", \"persons\": \"2\", \"support\": 144}, {\"maint\": \"vhigh\", \"persons\": \"4\", \"support\": 144}, {\"maint\": \"vhigh\", \"persons\": \"more\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b3e33cd4ad70c9c37eb1ac024a9ebed8085d640 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:36:08.100352+00:00", + "ended_at": "2026-05-04T08:36:19.620963+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_796536c093606bfb", + "problem_id": "v2p_c2_39cbdd10c5c44129", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=maint, group_col_2=persons.", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_796536c093606bfb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_796536c093606bfb", + "api_calls": 0, + "input_tokens": 21772, + "cached_input_tokens": 20864, + "output_tokens": 131, + "total_tokens": 21903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1684, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11482.44, + "sql_execution_elapsed_ms_total": 3.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_796536c093606bfb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d88cddf19fa972de8098c6ad75c3eef9a68d056a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_796536c093606bfb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:36:19.605140+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11482.44, "started_at": "2026-05-04T08:36:08.102584+00:00", "ended_at": "2026-05-04T08:36:19.584707+00:00", "prompt_metrics": {"chars": 5825, "bytes_utf8": 5825, "lines": 180, "estimated_tokens": 1684}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21772, "cached_input_tokens": 20864, "output_tokens": 131}, "stderr_preview": "2026-05-04T08:36:08.354240Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:36:10.838571Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "maint", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d2505b738648c85fb191c19c23671157df5ce99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-68ef-7972-882a-f9b92b31d6f1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"maint\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Uses the provided Filtered Top-k Group Count template with group_col bound to \\\"maint\\\" and predicate safety = 'high' on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":19840,"output_tokens":110}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b7537a56507eee424b1d001ade436469228c71d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"maint\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"maint\"\nORDER BY support DESC\nLIMIT 15;","notes":"Uses the provided Filtered Top-k Group Count template with group_col bound to \"maint\" and predicate safety = 'high' on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c0934045d080b7b2ae3da1eb85777d564f3c178 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:57.150302Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:59.544166Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:06.682230Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..19ea3c7bdb449c4495bb094639c6056f2225aa3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=maint. +Result preview: [{"maint": "vhigh", "support": 144}, {"maint": "med", "support": 144}, {"maint": "low", "support": 144}, {"maint": "high", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..57b1f47e59b7eb3e1797c448b172694aa7102ce2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_79880ac758d64b03 +-- problem_id: v2p_c2_3ed8be81fb23c76e +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(*) AS support +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "maint" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d20b74755d806512ac7f5a7958307f3d90f7f4e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"maint\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"maint\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"maint\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"maint\", \"support\"], \"rows\": [{\"maint\": \"vhigh\", \"support\": 144}, {\"maint\": \"med\", \"support\": 144}, {\"maint\": \"low\", \"support\": 144}, {\"maint\": \"high\", \"support\": 144}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2e14a6f7119360f95f4728eab5e9752d663e7abe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:21:56.968428+00:00", + "ended_at": "2026-05-04T08:22:07.721617+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_79880ac758d64b03", + "problem_id": "v2p_c2_3ed8be81fb23c76e", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_79880ac758d64b03.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_79880ac758d64b03", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 19840, + "output_tokens": 110, + "total_tokens": 21853, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1749, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10723.05, + "sql_execution_elapsed_ms_total": 1.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_79880ac758d64b03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..351cdc0c50785b048ce8dc46e1eefeb325865a3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_79880ac758d64b03/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:07.713810+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10723.05, "started_at": "2026-05-04T08:21:56.970515+00:00", "ended_at": "2026-05-04T08:22:07.693839+00:00", "prompt_metrics": {"chars": 5847, "bytes_utf8": 5847, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 355, "bytes_utf8": 355, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21743, "cached_input_tokens": 19840, "output_tokens": 110}, "stderr_preview": "2026-05-04T08:21:57.150302Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:59.544166Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=class.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "med", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..403b8e82f826f658921e045405fa1099cf8ea74e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-1c88-7f93-942a-ab052d2f3827"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'med'\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Filtered Two-Dimensional Group Count template with group_col=\\\"buying\\\", group_col_2=\\\"class\\\", and predicate safety = 'med'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21789,"cached_input_tokens":19840,"output_tokens":116}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51cc1d1b0f899ab0d73b86fd40c047b457daafce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"class\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"safety\" = 'med'\nGROUP BY \"buying\", \"class\"\nORDER BY row_count DESC;","notes":"Used the provided Filtered Two-Dimensional Group Count template with group_col=\"buying\", group_col_2=\"class\", and predicate safety = 'med'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00902e79dd92873c9b5567730656a5835ca627fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:36.711480Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:39.128376Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:47.992254Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2083f5b0ff2742bdfffa566abc1fb24faad4232 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=class. +Result preview: [{"buying": "vhigh", "class": "unacc", "row_count": 118}, {"buying": "high", "class": "unacc", "row_count": 105}, {"buying": "med", "class": "unacc", "row_count": 72}, {"buying": "low", "class": "unacc", "row_count": 62}, {"buying": "med", "class": "acc", "row_count": 59}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9989ea023297463e5ad4fa06150a24e060bd754d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_860e45a45f0a0bf3 +-- problem_id: v2p_c2_0c98f9fa2719a538 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "class", COUNT(*) AS row_count +FROM "c2" +WHERE "safety" = 'med' +GROUP BY "buying", "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2614b21d41a1bbf841b0478b2dd6099f92e31005 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"class\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"safety\" = 'med'\nGROUP BY \"buying\", \"class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'med'\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"buying\", \"class\", \"row_count\"], \"rows\": [{\"buying\": \"vhigh\", \"class\": \"unacc\", \"row_count\": 118}, {\"buying\": \"high\", \"class\": \"unacc\", \"row_count\": 105}, {\"buying\": \"med\", \"class\": \"unacc\", \"row_count\": 72}, {\"buying\": \"low\", \"class\": \"unacc\", \"row_count\": 62}, {\"buying\": \"med\", \"class\": \"acc\", \"row_count\": 59}, {\"buying\": \"low\", \"class\": \"acc\", \"row_count\": 56}, {\"buying\": \"high\", \"class\": \"acc\", \"row_count\": 39}, {\"buying\": \"low\", \"class\": \"good\", \"row_count\": 26}, {\"buying\": \"vhigh\", \"class\": \"acc\", \"row_count\": 26}, {\"buying\": \"med\", \"class\": \"good\", \"row_count\": 13}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b90d9a1fcf0a6feff73f86e949aa6bca317da128 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:09:36.520439+00:00", + "ended_at": "2026-05-04T08:09:48.933926+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_860e45a45f0a0bf3", + "problem_id": "v2p_c2_0c98f9fa2719a538", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "med", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_860e45a45f0a0bf3.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_860e45a45f0a0bf3", + "api_calls": 0, + "input_tokens": 21789, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 21905, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1699, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12383.59, + "sql_execution_elapsed_ms_total": 1.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_860e45a45f0a0bf3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba174e1ac09a1f320d3b57125106ccc51cd1e8a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_860e45a45f0a0bf3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:48.925253+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12383.59, "started_at": "2026-05-04T08:09:36.521397+00:00", "ended_at": "2026-05-04T08:09:48.908889+00:00", "prompt_metrics": {"chars": 5964, "bytes_utf8": 5964, "lines": 184, "estimated_tokens": 1699}, "response_metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21789, "cached_input_tokens": 19840, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:09:36.711480Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:39.128376Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=doors, condition_col=doors.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "3", + "positive_value": "2", + "negative_value": "3", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d42ce68c6387455e9e438b6ca5f5c73ee609bd5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-7fed-7e50-9712-2a5bc0b77c23"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '3' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"doors\\\" and condition_col=\\\"doors\\\" using condition_value='3'. This measures, for each doors group, the within-group proportion of rows where doors='3'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21757,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c55720d943f4e6569195abe088b8d81d4e8c33b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '3' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;","notes":"Applied the required Grouped Condition Rate template with group_col=\"doors\" and condition_col=\"doors\" using condition_value='3'. This measures, for each doors group, the within-group proportion of rows where doors='3'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..211c3a05f4da9b4308fed982ec7c80cdfa351653 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:40.895115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:43.185507Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:51.161695Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..53a82b3400b7918d3675a04357abeecdcaf47990 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=doors, condition_col=doors. +Result preview: [{"doors": "3", "condition_rate": 1.0}, {"doors": "5more", "condition_rate": 0.0}, {"doors": "4", "condition_rate": 0.0}, {"doors": "2", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de2ea28422e4958da25c4380410cbf59a8d777e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_8723c698fec16e0e +-- problem_id: v2p_c2_7dcc61315a4cbe0c +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '3' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0112ba3ff14d985fc12fe56620399a9f44df0675 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '3' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '3' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"doors\", \"condition_rate\"], \"rows\": [{\"doors\": \"3\", \"condition_rate\": 1.0}, {\"doors\": \"5more\", \"condition_rate\": 0.0}, {\"doors\": \"4\", \"condition_rate\": 0.0}, {\"doors\": \"2\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7d9822a5202ec0b63f62579a7a0b8693cef4992 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:17:40.717300+00:00", + "ended_at": "2026-05-04T08:17:52.123569+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_8723c698fec16e0e", + "problem_id": "v2p_c2_7dcc61315a4cbe0c", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=doors, condition_col=doors.", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "3", + "positive_value": "2", + "negative_value": "3", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_8723c698fec16e0e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_8723c698fec16e0e", + "api_calls": 0, + "input_tokens": 21757, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 21884, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1667, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1778, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11379.12, + "sql_execution_elapsed_ms_total": 1.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_8723c698fec16e0e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6a658989061c75810ba967a4cebd157bf69add1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8723c698fec16e0e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:52.115630+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11379.12, "started_at": "2026-05-04T08:17:40.719319+00:00", "ended_at": "2026-05-04T08:17:52.098792+00:00", "prompt_metrics": {"chars": 5897, "bytes_utf8": 5897, "lines": 183, "estimated_tokens": 1667}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21757, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T08:17:40.895115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:43.185507Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "maint", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "med", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3adf20346dc44ba066ee3515d9eedb2f6b29277 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-3fff-73e0-b0f1-42477b04d988"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'med'\\nGROUP BY \\\"maint\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with bound roles exactly as provided: group_col=\\\"maint\\\", predicate_col=\\\"maint\\\", predicate_op=\\\"=\\\", predicate_value='med', top_k=10. SQLite-compatible, single-table SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21740,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..917dcfbdf6c9038894045ca35b48f609bf4e2a70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"maint\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"maint\" = 'med'\nGROUP BY \"maint\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the required template with bound roles exactly as provided: group_col=\"maint\", predicate_col=\"maint\", predicate_op=\"=\", predicate_value='med', top_k=10. SQLite-compatible, single-table SELECT only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..243ab82094946c6c0139ceb61c86bf0767088467 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:46.666913Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:49.336831Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:56.306832Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..041fecc0a3259bba4889ac1ba27e70c1fbc8c04f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint. +Result preview: [{"maint": "med", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b312dd340baa20679ea1287be9965a906e49cdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_8a3276c62f3c9e45 +-- problem_id: v2p_c2_76238b4de5fdab49 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(*) AS support +FROM "c2" +WHERE "maint" = 'med' +GROUP BY "maint" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5832bffa004dacdc8a9f8ab2f021a827ec39505a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"maint\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"maint\" = 'med'\nGROUP BY \"maint\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"maint\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'med'\\nGROUP BY \\\"maint\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"maint\", \"support\"], \"rows\": [{\"maint\": \"med\", \"support\": 432}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6c9e75846f2c63021a2b9813cd4c901d846a607 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:21:46.486936+00:00", + "ended_at": "2026-05-04T08:21:56.966239+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_8a3276c62f3c9e45", + "problem_id": "v2p_c2_76238b4de5fdab49", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "med", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_8a3276c62f3c9e45.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_8a3276c62f3c9e45", + "api_calls": 0, + "input_tokens": 21740, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1652, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1755, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10452.35, + "sql_execution_elapsed_ms_total": 0.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_8a3276c62f3c9e45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..056dfd5ee5b21614578fefde2a63d620dd5830bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8a3276c62f3c9e45/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:56.958775+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10452.35, "started_at": "2026-05-04T08:21:46.489171+00:00", "ended_at": "2026-05-04T08:21:56.941700+00:00", "prompt_metrics": {"chars": 5842, "bytes_utf8": 5842, "lines": 182, "estimated_tokens": 1652}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21740, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:21:46.666913Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:49.336831Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=persons, condition_col=persons.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "persons", + "condition_col": "persons", + "condition_value": "2", + "positive_value": "2", + "negative_value": "4", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5e67faf2e06d4d0c2b22f1119c172f572c5c960 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-ac7c-71e0-bb75-db8010861a5a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"persons\\\",\\n AVG(CASE WHEN \\\"persons\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"persons\\\" and condition_col=\\\"persons\\\", condition_value='2'. This measures the within-group proportion of rows where persons='2' for each persons group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21757,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39bbf47b2a3770170f33a5fecdc440434c9c1f13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"persons\",\n AVG(CASE WHEN \"persons\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"persons\" and condition_col=\"persons\", condition_value='2'. This measures the within-group proportion of rows where persons='2' for each persons group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af2a0db60367d6301334d35565795ca21fb76ca1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:52.309102Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:54.745034Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:03.959576Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..98c63b1fb1d7278aee128aba3f9b643e4174e738 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=persons, condition_col=persons. +Result preview: [{"persons": "2", "condition_rate": 1.0}, {"persons": "more", "condition_rate": 0.0}, {"persons": "4", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d82d370db0d16204fa57c97c4cff9bd25d4233ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_8ce83b989d21481c +-- problem_id: v2p_c2_e8438083cf5dc328 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", + AVG(CASE WHEN "persons" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "persons" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43c56facc532d4a0c030531dda7b78986036401a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"persons\",\n AVG(CASE WHEN \"persons\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"persons\\\",\\n AVG(CASE WHEN \\\"persons\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"persons\", \"condition_rate\"], \"rows\": [{\"persons\": \"2\", \"condition_rate\": 1.0}, {\"persons\": \"more\", \"condition_rate\": 0.0}, {\"persons\": \"4\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f6b21b0924cf9f2a9fc7f9818025a37dba0d1d02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:17:52.126185+00:00", + "ended_at": "2026-05-04T08:18:05.132916+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_8ce83b989d21481c", + "problem_id": "v2p_c2_e8438083cf5dc328", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=persons, condition_col=persons.", + "bindings": { + "group_col": "persons", + "condition_col": "persons", + "condition_value": "2", + "positive_value": "2", + "negative_value": "4", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_8ce83b989d21481c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_8ce83b989d21481c", + "api_calls": 0, + "input_tokens": 21757, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 21881, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1667, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1775, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12974.8, + "sql_execution_elapsed_ms_total": 1.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_8ce83b989d21481c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf664cfa482c75690989f09413629a82e3c719d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_8ce83b989d21481c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:05.123621+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12974.8, "started_at": "2026-05-04T08:17:52.128550+00:00", "ended_at": "2026-05-04T08:18:05.098003+00:00", "prompt_metrics": {"chars": 5912, "bytes_utf8": 5912, "lines": 183, "estimated_tokens": 1667}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21757, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:17:52.309102Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:54.745034Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "persons", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa6cbed3cfdc543bf22b35118f7c124bb28a3d53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-fd35-7d60-bdc6-e6c54351c9a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"persons\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"persons\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col=\\\"persons\\\" and predicate \\\"persons\\\" = '4'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21740,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1267e8a58a17c977389e2e92956d506986d03ca0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"persons\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"persons\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the required Filtered Top-k Group Count template with group_col=\"persons\" and predicate \"persons\" = '4'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..afac921de39cb0f0e791cdfbdb9ca930ab420f1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:35.110529Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:37.516546Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:45.664841Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b079b9b7ba6f1a2c7db74b0b2e57d12f0694e6e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons. +Result preview: [{"persons": "4", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e97eb3b77e891676052d9305c633680da04061ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_9011076b69b6ef63 +-- problem_id: v2p_c2_d26bc020e9a8d11c +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(*) AS support +FROM "c2" +WHERE "persons" = '4' +GROUP BY "persons" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1473421e29e6d136b29492f3f8f0c4b50d293c85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"persons\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"persons\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"persons\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"persons\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"persons\", \"support\"], \"rows\": [{\"persons\": \"4\", \"support\": 576}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.88}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f78deb25b714442d61a4795969f057a7e157321 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:22:34.929401+00:00", + "ended_at": "2026-05-04T08:22:46.769225+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_9011076b69b6ef63", + "problem_id": "v2p_c2_d26bc020e9a8d11c", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_9011076b69b6ef63.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9011076b69b6ef63", + "api_calls": 0, + "input_tokens": 21740, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21853, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1652, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1749, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11810.04, + "sql_execution_elapsed_ms_total": 0.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_9011076b69b6ef63\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..926b26ab75071916cbc7e650ba5529e30647214e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9011076b69b6ef63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:46.760181+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11810.04, "started_at": "2026-05-04T08:22:34.932019+00:00", "ended_at": "2026-05-04T08:22:46.741631+00:00", "prompt_metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": 1652}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21740, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:22:35.110529Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:37.516546Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=safety.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "safety", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48e2a92f9bf4b71bfb6e3393f5ef8d1a469a997a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-22b9-7980-b2fc-3f3ea7562c35"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 18;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"safety\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":104}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..171120e1089f9a0c3a97f389108750a8799a471a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 18;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"safety\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c7444b2fd23f0765f6525b29ce8fc6396df16bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:45.625602Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:48.078453Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:55.654475Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..09fbaf9c799211727d2b0dc194bfdfa59932c521 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=safety. +Result preview: [{"safety": "high", "support": 576}, {"safety": "low", "support": 576}, {"safety": "med", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..498a4952b72f002fcb20238e85724562aa57ad0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_91e7af3bd4915b71 +-- problem_id: v2p_c2_e9a6a8d42cf4686d +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77223978951a2bb05066f655338487259a5ffed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 18;\", \"columns\": [\"safety\", \"support\"], \"rows\": [{\"safety\": \"high\", \"support\": 576}, {\"safety\": \"low\", \"support\": 576}, {\"safety\": \"med\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..41d340a549db1952f45eb630392b728eb40f19fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:34:45.417306+00:00", + "ended_at": "2026-05-04T08:34:56.802387+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_91e7af3bd4915b71", + "problem_id": "v2p_c2_e9a6a8d42cf4686d", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_91e7af3bd4915b71.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_91e7af3bd4915b71", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 104, + "total_tokens": 21810, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 88, + "estimated_total_tokens": 1706, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11355.12, + "sql_execution_elapsed_ms_total": 1.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_91e7af3bd4915b71\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3f2438295a6195d03349ca35aff51d5bea9e18b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_91e7af3bd4915b71/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:56.791878+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11355.12, "started_at": "2026-05-04T08:34:45.420692+00:00", "ended_at": "2026-05-04T08:34:56.775505+00:00", "prompt_metrics": {"chars": 5653, "bytes_utf8": 5653, "lines": 178, "estimated_tokens": 1618}, "response_metrics": {"chars": 317, "bytes_utf8": 317, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 104}, "stderr_preview": "2026-05-04T08:34:45.625602Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:48.078453Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, condition_col=maint.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..273dc851f8fd04de17d6fe1c04e5801fedfb5731 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-e1f2-7202-a6ce-20e291554a99"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Using the planned Grouped Condition Rate template with group_col=\\\"maint\\\" and condition_col=\\\"maint\\\". Since the grouping column and condition column are the same, the result is a self-referential within-group proportion: the \\\"high\\\" group yields 1, and other groups yield 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21757,"cached_input_tokens":2432,"output_tokens":141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c58c850a5910a4d3906cfe791d9165739b9ba6e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;","notes":"Using the planned Grouped Condition Rate template with group_col=\"maint\" and condition_col=\"maint\". Since the grouping column and condition column are the same, the result is a self-referential within-group proportion: the \"high\" group yields 1, and other groups yield 0."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a14d419d2aef0c0e7916759eb1b6ad1acc54b8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:00.453798Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:03.041707Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:14.889134Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6acec57b7b23c03ec6e642de9c63f2808c31f3d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, condition_col=maint. +Result preview: [{"maint": "high", "condition_rate": 1.0}, {"maint": "vhigh", "condition_rate": 0.0}, {"maint": "med", "condition_rate": 0.0}, {"maint": "low", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7814d7241106d5dd8d5bae64e09a4c3ee6ce813b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_9462753049a341ed +-- problem_id: v2p_c2_9b5c3e0727108e22 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..813a1a1a116f7dcae037fde34cda578b07afade7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"maint\",\n AVG(CASE WHEN \"maint\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"maint\\\",\\n AVG(CASE WHEN \\\"maint\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"maint\", \"condition_rate\"], \"rows\": [{\"maint\": \"high\", \"condition_rate\": 1.0}, {\"maint\": \"vhigh\", \"condition_rate\": 0.0}, {\"maint\": \"med\", \"condition_rate\": 0.0}, {\"maint\": \"low\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9889b545cb34622d96dd6088d5575ea67a71a99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:17:00.267672+00:00", + "ended_at": "2026-05-04T08:17:15.853471+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_9462753049a341ed", + "problem_id": "v2p_c2_9b5c3e0727108e22", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, condition_col=maint.", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_9462753049a341ed.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9462753049a341ed", + "api_calls": 0, + "input_tokens": 21757, + "cached_input_tokens": 2432, + "output_tokens": 141, + "total_tokens": 21898, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1667, + "estimated_output_tokens": 125, + "estimated_total_tokens": 1792, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15553.8, + "sql_execution_elapsed_ms_total": 1.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_9462753049a341ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00bb56a87f4b11662b435f4f7a6077225f59bd9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9462753049a341ed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:15.845070+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15553.8, "started_at": "2026-05-04T08:17:00.270202+00:00", "ended_at": "2026-05-04T08:17:15.824017+00:00", "prompt_metrics": {"chars": 5912, "bytes_utf8": 5912, "lines": 183, "estimated_tokens": 1667}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 21757, "cached_input_tokens": 2432, "output_tokens": 141}, "stderr_preview": "2026-05-04T08:17:00.453798Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:03.041707Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=doors, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "acc", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a954fb6444395713325cdb25f978305e92d1f53c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-3c63-7c30-bf2e-85c5a73b4cbd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col bound to \\\"doors\\\", target_col bound to \\\"class\\\", target_value 'acc', min_support 4, and top_k 18. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":19840,"output_tokens":156}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dcb819f495d14ccfdd0c16f33af13097f467323 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Uses the required Tail Target-Rate Extremes template with group_col bound to \"doors\", target_col bound to \"class\", target_value 'acc', min_support 4, and top_k 18. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b49a86b401b0097f592850aba20bcefdce1b852 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:35.600515Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:37.956315Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:48.647079Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d67c4dc9ab1b9f7012148ca41d2e06268d424ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=doors, target_col=class. +Result preview: [{"doors": "4", "support": 432, "focus_rate": 0.2361111111111111}, {"doors": "5more", "support": 432, "focus_rate": 0.2361111111111111}, {"doors": "3", "support": 432, "focus_rate": 0.22916666666666666}, {"doors": "2", "support": 432, "focus_rate": 0.1875}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8f2b35be38127f75118986b15dfa48ccc2192e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_967228c243b07e3f +-- problem_id: v2p_c2_da05f300e5452f4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c890452c99b83b6bebfdff7ccd82bbe41bfee179 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"doors\", \"support\", \"focus_rate\"], \"rows\": [{\"doors\": \"4\", \"support\": 432, \"focus_rate\": 0.2361111111111111}, {\"doors\": \"5more\", \"support\": 432, \"focus_rate\": 0.2361111111111111}, {\"doors\": \"3\", \"support\": 432, \"focus_rate\": 0.22916666666666666}, {\"doors\": \"2\", \"support\": 432, \"focus_rate\": 0.1875}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae25f75e4033cacb746a956e751dafbfea808e2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:31:35.383875+00:00", + "ended_at": "2026-05-04T08:31:49.511721+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_967228c243b07e3f", + "problem_id": "v2p_c2_da05f300e5452f4e", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=doors, target_col=class.", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "acc", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_967228c243b07e3f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_967228c243b07e3f", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 19840, + "output_tokens": 156, + "total_tokens": 21964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1860, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14082.46, + "sql_execution_elapsed_ms_total": 1.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_967228c243b07e3f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4fe14b5fdf6b30dea830319412d4d911b9c69bd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:49.492309+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14082.46, "started_at": "2026-05-04T08:31:35.386610+00:00", "ended_at": "2026-05-04T08:31:49.468020+00:00", "prompt_metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 21808, "cached_input_tokens": 19840, "output_tokens": 156}, "stderr_preview": "2026-05-04T08:31:35.600515Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:37.956315Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Uses the required Tail Target-Rate Extremes template with group_col bound to \\\"doors\\\", target_col bound to \\\"class\\\", target_value 'acc', min_support 4, and top_k 18. SQLite-compatible and single-table only.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f75e03d02fdbdf83833864e6e747d6f356c114ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_967228c243b07e3f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_967228c243b07e3f", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 19840, + "output_tokens": 156, + "total_tokens": 21964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1860, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14082.46, + "sql_execution_elapsed_ms_total": 1.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_967228c243b07e3f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b381067ba0a3e65b3d1121ca56da3fafe96440a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5983, "bytes_utf8": 5983, "lines": 184, "estimated_tokens": 1685}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 21773, "cached_input_tokens": 21376, "output_tokens": 189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7bd28b410cfafcd929ce873ff4052fe8e33666d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_977aba42af3e5791", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 21376, + "output_tokens": 189, + "total_tokens": 21962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 120, + "estimated_total_tokens": 1805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11826.06, + "sql_execution_elapsed_ms_total": 0.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_977aba42af3e5791\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb2872284b68150afb4cbc3e9d9bcf26a58ebd41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:43:05.465739+00:00", + "ended_at": "2026-05-04T08:43:17.292049+00:00", + "elapsed_ms": 11826.06, + "prompt_metrics": { + "chars": 5983, + "bytes_utf8": 5983, + "lines": 184, + "estimated_tokens": 1685 + }, + "stdout_metrics": { + "chars": 824, + "bytes_utf8": 824, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 494, + "bytes_utf8": 494, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 21773, + "cached_input_tokens": 21376, + "output_tokens": 189 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efba7e4ae9010f2530eee5e015505561d1c24bce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "vgood", + "entity_col": "class", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..856fc9e376d017a961679ff5abde5f00fbf3e4fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-c42d-7a71-9c13-342dc0661615"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided template with the bound roles exactly as specified. Because group_col, predicate_col, and entity_col are all bound to \\\"class\\\" and filtered to 'vgood', the result will only cover the \\\"vgood\\\" group and its distinct class count.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":21376,"output_tokens":189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc1a1bf6d834a7a7c6adb6896fbde4c55238ac06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Applied the provided template with the bound roles exactly as specified. Because group_col, predicate_col, and entity_col are all bound to \"class\" and filtered to 'vgood', the result will only cover the \"vgood\" group and its distinct class count."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6a1cb97f00d460f0fdbcbc0b5ca37a9a853635f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:05.727578Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:08.174865Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:16.531872Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8c58aec233b3deb070c16455f2b15d4ffd63660 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class. +Result preview: [{"class": "vgood", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bddc8477b846e939bc24d4b00a276932f5288e3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_977aba42af3e5791 +-- problem_id: v2p_c2_d08e6fb94832f1d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +WHERE "class" = 'vgood' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b574a1b11f844263f872c39118ed429ebd790bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"vgood\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4cd7f447ac35cd2fa1468cad85266997a6e69125 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:43:05.464052+00:00", + "ended_at": "2026-05-04T08:43:17.317331+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_977aba42af3e5791", + "problem_id": "v2p_c2_d08e6fb94832f1d3", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "vgood", + "entity_col": "class", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=139" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_977aba42af3e5791.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_977aba42af3e5791", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 21376, + "output_tokens": 189, + "total_tokens": 21962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 120, + "estimated_total_tokens": 1805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11826.06, + "sql_execution_elapsed_ms_total": 0.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_977aba42af3e5791\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef13c783232c46e6ae295206fde8445e315d3c86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_977aba42af3e5791/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:43:17.308570+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11826.06, "started_at": "2026-05-04T08:43:05.465739+00:00", "ended_at": "2026-05-04T08:43:17.292049+00:00", "prompt_metrics": {"chars": 5983, "bytes_utf8": 5983, "lines": 184, "estimated_tokens": 1685}, "response_metrics": {"chars": 494, "bytes_utf8": 494, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 21773, "cached_input_tokens": 21376, "output_tokens": 189}, "stderr_preview": "2026-05-04T08:43:05.727578Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:08.174865Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=maint, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "unacc", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5eecc0a9f49a2264282b0fbce7f9a9d1c566f032 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-ab66-7071-bc9e-68eea45312d0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='unacc', min_support=5, and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":21376,"output_tokens":245}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dea5294d75c16f0c0d2ece456473b4ec89c4ad52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"maint\", target_col=\"class\", target_value='unacc', min_support=5, and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..663c7c6252e81965a87df930090ab8bba9eddbc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:58.488402Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:00.922736Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:10.649727Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..76c8dada86227e3aeaff9fce4be03b22d4bab7df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=maint, target_col=class. +Result preview: [{"maint": "vhigh", "support": 432, "focus_rate": 0.8333333333333334}, {"maint": "high", "support": 432, "focus_rate": 0.7268518518518519}, {"maint": "low", "support": 432, "focus_rate": 0.6203703703703703}, {"maint": "med", "support": 432, "focus_rate": 0.6203703703703703}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f7ec350b5e7d5ec37ddc2d63650f325183a25a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_982649f80d030050 +-- problem_id: v2p_c2_5be43e4e86314a1f +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23c6232a977c85bb3021f3f53fb1fd9614bb170b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"maint\", \"support\", \"focus_rate\"], \"rows\": [{\"maint\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.8333333333333334}, {\"maint\": \"high\", \"support\": 432, \"focus_rate\": 0.7268518518518519}, {\"maint\": \"low\", \"support\": 432, \"focus_rate\": 0.6203703703703703}, {\"maint\": \"med\", \"support\": 432, \"focus_rate\": 0.6203703703703703}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3361e5f396339ae1ba87cf7763222f9b4bce1f68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:30:58.244205+00:00", + "ended_at": "2026-05-04T08:31:11.526381+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_982649f80d030050", + "problem_id": "v2p_c2_5be43e4e86314a1f", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=maint, target_col=class.", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "unacc", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_982649f80d030050.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_982649f80d030050", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 21376, + "output_tokens": 245, + "total_tokens": 22054, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13253.57, + "sql_execution_elapsed_ms_total": 1.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_982649f80d030050\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da2cfd769aea476d7d8ecf56b883f341281aebe3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:11.517374+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13253.57, "started_at": "2026-05-04T08:30:58.246537+00:00", "ended_at": "2026-05-04T08:31:11.499959+00:00", "prompt_metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 181, "estimated_tokens": 1721}, "response_metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21809, "cached_input_tokens": 21376, "output_tokens": 245}, "stderr_preview": "2026-05-04T08:30:58.488402Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:00.922736Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='unacc', min_support=5, and top_k=12.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0d54546b77a055fbca6babe0b02949f01131a3fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_982649f80d030050/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_982649f80d030050", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 21376, + "output_tokens": 245, + "total_tokens": 22054, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13253.57, + "sql_execution_elapsed_ms_total": 1.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_982649f80d030050\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..826e85e193b60be2ac8d3a9c957d64f5ef5d4d32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5949, "bytes_utf8": 5949, "lines": 183, "estimated_tokens": 1707}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 21797, "cached_input_tokens": 19840, "output_tokens": 134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..703f91bab4a321f798ef3d3d7dde6d50b4fc2401 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9849a10ac6be5251", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 21931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 118, + "estimated_total_tokens": 1825, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12298.33, + "sql_execution_elapsed_ms_total": 2.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_9849a10ac6be5251\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a8e2b54e290ff11115899413bf05b669c9f9568 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:16:35.469064+00:00", + "ended_at": "2026-05-04T08:16:47.767617+00:00", + "elapsed_ms": 12298.33, + "prompt_metrics": { + "chars": 5949, + "bytes_utf8": 5949, + "lines": 183, + "estimated_tokens": 1707 + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 454, + "bytes_utf8": 454, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 134 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73369b581b333bdead28c4f5388d455e1b30e662 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=lug_boot, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "doors", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e506aaeda3da3172f0d8a86c62c8797086ac906d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-8113-7350-a89f-1cf27ff9e64c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\\\"doors\\\", group_col_2=\\\"lug_boot\\\", target_col=\\\"class\\\", and target_value='acc'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":19840,"output_tokens":134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28be32f7f644d0f25d39a4ea461897ff66fb7d66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\"doors\", group_col_2=\"lug_boot\", target_col=\"class\", and target_value='acc'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ff1cd976bdd21fd3fe4db4b7e5035d427425062 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:35.650309Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:38.124307Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:46.928449Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acfaa876470d327a3f1eebbf07ff62412f695348 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=lug_boot, target_col=class. +Result preview: [{"doors": "2", "lug_boot": "big", "target_rate": 0.25}, {"doors": "3", "lug_boot": "big", "target_rate": 0.25}, {"doors": "4", "lug_boot": "big", "target_rate": 0.25}, {"doors": "4", "lug_boot": "med", "target_rate": 0.25}, {"doors": "5more", "lug_boot": "big", "target_rate": 0.25}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..02e25cc135e931be10d8e7332816ae93a57beab8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_9849a10ac6be5251 +-- problem_id: v2p_c2_85ff1f88ec73a33f +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8502779245f33620e34bef4e7ee46ebaf7476eec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"doors\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"doors\": \"2\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"3\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"4\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"4\", \"lug_boot\": \"med\", \"target_rate\": 0.25}, {\"doors\": \"5more\", \"lug_boot\": \"big\", \"target_rate\": 0.25}, {\"doors\": \"5more\", \"lug_boot\": \"med\", \"target_rate\": 0.25}, {\"doors\": \"3\", \"lug_boot\": \"med\", \"target_rate\": 0.22916666666666666}, {\"doors\": \"2\", \"lug_boot\": \"med\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"3\", \"lug_boot\": \"small\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"4\", \"lug_boot\": \"small\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"5more\", \"lug_boot\": \"small\", \"target_rate\": 0.20833333333333334}, {\"doors\": \"2\", \"lug_boot\": \"small\", \"target_rate\": 0.10416666666666667}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ccbd8dae5a0b1a919eb3ccfe35b4f2243eed42f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:16:35.466269+00:00", + "ended_at": "2026-05-04T08:16:47.795310+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_9849a10ac6be5251", + "problem_id": "v2p_c2_85ff1f88ec73a33f", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=doors, group_col_2=lug_boot, target_col=class.", + "bindings": { + "group_col": "doors", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=33" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_9849a10ac6be5251.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9849a10ac6be5251", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 21931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 118, + "estimated_total_tokens": 1825, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12298.33, + "sql_execution_elapsed_ms_total": 2.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_9849a10ac6be5251\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..272479c1304607c1174e94cbe0ac3903d21b88fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9849a10ac6be5251/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:47.784821+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12298.33, "started_at": "2026-05-04T08:16:35.469064+00:00", "ended_at": "2026-05-04T08:16:47.767617+00:00", "prompt_metrics": {"chars": 5949, "bytes_utf8": 5949, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 21797, "cached_input_tokens": 19840, "output_tokens": 134}, "stderr_preview": "2026-05-04T08:16:35.650309Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:38.124307Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=persons, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec2847132ed8e56e529b3d9de88a23b1cb494ac1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-b758-7e60-9500-b9bf4a52b5ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"maint\\\", group_col_2=\\\"persons\\\", and target_col=\\\"class\\\", using target_value='unacc'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":21376,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4bbc6457949682a8a38bc7aae615e73cfb2bbf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"maint\", group_col_2=\"persons\", and target_col=\"class\", using target_value='unacc'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ec7d4b71c3b9b8a6b3abf58f39ab217ee31e5ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:38.502482Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:40.816117Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:48.687490Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..544de55aca4d0f102d521a4dd178fe6d8ecfdb9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=persons, target_col=class. +Result preview: [{"maint": "high", "persons": "2", "target_rate": 1.0}, {"maint": "low", "persons": "2", "target_rate": 1.0}, {"maint": "med", "persons": "2", "target_rate": 1.0}, {"maint": "vhigh", "persons": "2", "target_rate": 1.0}, {"maint": "vhigh", "persons": "4", "target_rate": 0.75}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e0917887c732cbbf4e232de8ff06bf6f089fd134 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_9a6e620698bb3792 +-- problem_id: v2p_c2_6d5341a1b96393c3 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c208779a9b841100c87351380ca6a0a170ed659 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"persons\", \"target_rate\"], \"rows\": [{\"maint\": \"high\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"low\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"med\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"vhigh\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"vhigh\", \"persons\": \"4\", \"target_rate\": 0.75}, {\"maint\": \"vhigh\", \"persons\": \"more\", \"target_rate\": 0.75}, {\"maint\": \"high\", \"persons\": \"more\", \"target_rate\": 0.5972222222222222}, {\"maint\": \"high\", \"persons\": \"4\", \"target_rate\": 0.5833333333333334}, {\"maint\": \"low\", \"persons\": \"more\", \"target_rate\": 0.4444444444444444}, {\"maint\": \"med\", \"persons\": \"more\", \"target_rate\": 0.4444444444444444}, {\"maint\": \"low\", \"persons\": \"4\", \"target_rate\": 0.4166666666666667}, {\"maint\": \"med\", \"persons\": \"4\", \"target_rate\": 0.4166666666666667}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a52bbe8f2a46b3302cb8034fae0595f8d2ee50e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:14:38.276909+00:00", + "ended_at": "2026-05-04T08:14:49.524751+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_9a6e620698bb3792", + "problem_id": "v2p_c2_6d5341a1b96393c3", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=persons, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_9a6e620698bb3792.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9a6e620698bb3792", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 21376, + "output_tokens": 126, + "total_tokens": 21923, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1817, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11211.33, + "sql_execution_elapsed_ms_total": 2.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_9a6e620698bb3792\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ca7123e8b69aef4d9f38bcace70816add4136f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9a6e620698bb3792/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:49.512467+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11211.33, "started_at": "2026-05-04T08:14:38.278706+00:00", "ended_at": "2026-05-04T08:14:49.490182+00:00", "prompt_metrics": {"chars": 5964, "bytes_utf8": 5964, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21797, "cached_input_tokens": 21376, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:14:38.502482Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:40.816117Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "good", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fd8debe11f514e4d974f14e041707d4d7478cea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-ef5a-7652-9140-355e92fe593d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='good', min_support=5, and top_k=10. This measures the within-class rate of the target label 'good' for each class group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":21376,"output_tokens":163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25a3355f078838401ab27b4a2c8e504f1e5e7600 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"class\", target_col=\"class\", target_value='good', min_support=5, and top_k=10. This measures the within-class rate of the target label 'good' for each class group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2907a43a1ef446d96078ef93ffb1c6cbf980eed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:10.327240Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:12.617868Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:20.394370Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4af7f4e49d0b078a32f6bdced7945744f308c1c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class. +Result preview: [{"class": "good", "support": 69, "focus_rate": 1.0}, {"class": "vgood", "support": 65, "focus_rate": 0.0}, {"class": "acc", "support": 384, "focus_rate": 0.0}, {"class": "unacc", "support": 1210, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b47a2cdc91ece9516fe502140a63d028570d219f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_9bf4b624896de03e +-- problem_id: v2p_c2_1a1ff7fcb08d7fac +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "class" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92a29e59d9b06e1f6a819734b746cfdd0f55f355 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"class\", \"support\", \"focus_rate\"], \"rows\": [{\"class\": \"good\", \"support\": 69, \"focus_rate\": 1.0}, {\"class\": \"vgood\", \"support\": 65, \"focus_rate\": 0.0}, {\"class\": \"acc\", \"support\": 384, \"focus_rate\": 0.0}, {\"class\": \"unacc\", \"support\": 1210, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f6b30040dc5dc800f48e1b70fbd52b8cfa8d30d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:30:10.102698+00:00", + "ended_at": "2026-05-04T08:30:21.420113+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_9bf4b624896de03e", + "problem_id": "v2p_c2_1a1ff7fcb08d7fac", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class.", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "good", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_9bf4b624896de03e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9bf4b624896de03e", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 21376, + "output_tokens": 163, + "total_tokens": 21971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 147, + "estimated_total_tokens": 1867, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11273.92, + "sql_execution_elapsed_ms_total": 7.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_9bf4b624896de03e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85f5e0925803ed78b197845619fe48a56833cb70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:21.401842+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11273.92, "started_at": "2026-05-04T08:30:10.108081+00:00", "ended_at": "2026-05-04T08:30:21.377702+00:00", "prompt_metrics": {"chars": 5994, "bytes_utf8": 5994, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 21808, "cached_input_tokens": 21376, "output_tokens": 163}, "stderr_preview": "2026-05-04T08:30:10.327240Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:12.617868Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"class\\\", target_col=\\\"class\\\", target_value='good', min_support=5, and top_k=10. This measures the within-class rate of the target label 'good' for each class group.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..449c31a2c96ecdff42c44387ba0a8876f46bac98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9bf4b624896de03e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9bf4b624896de03e", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 21376, + "output_tokens": 163, + "total_tokens": 21971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 147, + "estimated_total_tokens": 1867, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11273.92, + "sql_execution_elapsed_ms_total": 7.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_9bf4b624896de03e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f215a463d145c8b75b10fc996c81218ecf4bad84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5912, "bytes_utf8": 5912, "lines": 183, "estimated_tokens": 1668}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 553, "bytes_utf8": 553, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 21758, "cached_input_tokens": 20864, "output_tokens": 157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..be4b1bf25e81d815761380a62e37be1883ed3f25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9e95c1835c541a6e", + "api_calls": 0, + "input_tokens": 21758, + "cached_input_tokens": 20864, + "output_tokens": 157, + "total_tokens": 21915, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1668, + "estimated_output_tokens": 139, + "estimated_total_tokens": 1807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11606.77, + "sql_execution_elapsed_ms_total": 1.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_9e95c1835c541a6e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7447dfe5c2d2794dc8e1772c6781f844f496419c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:58.247642+00:00", + "ended_at": "2026-05-04T08:19:09.853450+00:00", + "elapsed_ms": 11606.77, + "prompt_metrics": { + "chars": 5912, + "bytes_utf8": 5912, + "lines": 183, + "estimated_tokens": 1668 + }, + "stdout_metrics": { + "chars": 878, + "bytes_utf8": 878, + "lines": 4, + "estimated_tokens": 242 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 553, + "bytes_utf8": 553, + "lines": 1, + "estimated_tokens": 139 + }, + "usage": { + "input_tokens": 21758, + "cached_input_tokens": 20864, + "output_tokens": 157 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c7baf863630197c0b77fa782d1068ea3793de9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=safety, condition_col=safety.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e8ab1854a654b92e88a75c40713f69a40976bd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-aedb-7993-b34c-f3dccb8476ca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"safety\\\",\\n AVG(CASE WHEN \\\"safety\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"safety\\\" and condition_col=\\\"safety\\\", using condition_value='low'. This measures the share of rows in each safety group where safety is low; since grouping and condition use the same column, the result will be 1 for the 'low' group and 0 for other groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21758,"cached_input_tokens":20864,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7972ad268c26a06f51ca3035b585a4e2ddf4ceae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"safety\",\n AVG(CASE WHEN \"safety\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"safety\" and condition_col=\"safety\", using condition_value='low'. This measures the share of rows in each safety group where safety is low; since grouping and condition use the same column, the result will be 1 for the 'low' group and 0 for other groups."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28abb505a093757c2e4038aad266c897cab5b574 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:58.439558Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:00.837596Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:09.112980Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b54a3568a9db88dea67e9cd4f489f97a46ca14ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=safety, condition_col=safety. +Result preview: [{"safety": "low", "condition_rate": 1.0}, {"safety": "med", "condition_rate": 0.0}, {"safety": "high", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..54968d1c335df52ca08db39909ead06f3d7b42e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_9e95c1835c541a6e +-- problem_id: v2p_c2_86ddcaedea1280ca +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", + AVG(CASE WHEN "safety" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "safety" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f78aa47f806f8ccd9c4e50fd87a54fb1bb071ddc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"safety\",\n AVG(CASE WHEN \"safety\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"safety\\\",\\n AVG(CASE WHEN \\\"safety\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"safety\", \"condition_rate\"], \"rows\": [{\"safety\": \"low\", \"condition_rate\": 1.0}, {\"safety\": \"med\", \"condition_rate\": 0.0}, {\"safety\": \"high\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c709e322528769588edf64777c2fd7d0915b87bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:18:58.246014+00:00", + "ended_at": "2026-05-04T08:19:09.880149+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_9e95c1835c541a6e", + "problem_id": "v2p_c2_86ddcaedea1280ca", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=safety, condition_col=safety.", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_9e95c1835c541a6e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_9e95c1835c541a6e", + "api_calls": 0, + "input_tokens": 21758, + "cached_input_tokens": 20864, + "output_tokens": 157, + "total_tokens": 21915, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1668, + "estimated_output_tokens": 139, + "estimated_total_tokens": 1807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11606.77, + "sql_execution_elapsed_ms_total": 1.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_9e95c1835c541a6e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90ab6a8d51a7059cd4cd1e6a989df7fcb90c8cde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_9e95c1835c541a6e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:09.872318+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11606.77, "started_at": "2026-05-04T08:18:58.247642+00:00", "ended_at": "2026-05-04T08:19:09.853450+00:00", "prompt_metrics": {"chars": 5912, "bytes_utf8": 5912, "lines": 183, "estimated_tokens": 1668}, "response_metrics": {"chars": 553, "bytes_utf8": 553, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 21758, "cached_input_tokens": 20864, "output_tokens": 157}, "stderr_preview": "2026-05-04T08:18:58.439558Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:00.837596Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=doors.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "doors", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cedbeb2b6dc6a03bc6cc39cbb2856fc1c8c4953c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-f066-76f2-aa7f-242a39b7250f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY support ASC, \\\"doors\\\"\\nLIMIT 10;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"doors\\\" and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":97}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fad90f5079f39f246d5df96def3cccca024d2f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"doors\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY support ASC, \"doors\"\nLIMIT 10;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"doors\" and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59cf6c33e4ca9cc59f864bd1326f8cb9c125aa1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:27.217553Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:29.620667Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:36.452016Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3455196d635db8c346bb1e1a0dd2798d338eead --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=doors. +Result preview: [{"doors": "2", "support": 432}, {"doors": "3", "support": 432}, {"doors": "4", "support": 432}, {"doors": "5more", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f74212981552cad65c52cf6bf6c2ed2bee6f45a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_a059679b8170812e +-- problem_id: v2p_c2_dc464c4d4933ba49 +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support +FROM "c2" +GROUP BY "doors" +ORDER BY support ASC, "doors" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24219eaefe328c629253968a6f8f76f5011823f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"doors\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY support ASC, \"doors\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY support ASC, \\\"doors\\\"\\nLIMIT 10;\", \"columns\": [\"doors\", \"support\"], \"rows\": [{\"doors\": \"2\", \"support\": 432}, {\"doors\": \"3\", \"support\": 432}, {\"doors\": \"4\", \"support\": 432}, {\"doors\": \"5more\", \"support\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..579617fe4a6a6e9873ffe3bd69682fe1a9672729 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:33:26.992775+00:00", + "ended_at": "2026-05-04T08:33:37.320867+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a059679b8170812e", + "problem_id": "v2p_c2_dc464c4d4933ba49", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_a059679b8170812e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a059679b8170812e", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 97, + "total_tokens": 21803, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 81, + "estimated_total_tokens": 1699, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10298.62, + "sql_execution_elapsed_ms_total": 1.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a059679b8170812e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da976b9831007b017a8b9d68e02574c0bb9017f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a059679b8170812e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:37.310842+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10298.62, "started_at": "2026-05-04T08:33:26.994541+00:00", "ended_at": "2026-05-04T08:33:37.293545+00:00", "prompt_metrics": {"chars": 5649, "bytes_utf8": 5649, "lines": 178, "estimated_tokens": 1618}, "response_metrics": {"chars": 299, "bytes_utf8": 299, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 97}, "stderr_preview": "2026-05-04T08:33:27.217553Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:29.620667Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, condition_col=buying.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "buying", + "condition_col": "buying", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e2f759846ae65e4d1f9e451fc37af2af29efe47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-32a6-7200-9108-6f9beb95c2a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"buying\\\",\\n AVG(CASE WHEN \\\"buying\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"buying\\\", condition_col=\\\"buying\\\", and condition_value='high'. Since the grouping column and condition column are the same, the result shows a rate of 1 for the 'high' group and 0 for all other buying groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21761,"cached_input_tokens":20864,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..702d3d2364f4e128084cc9734894b244ddf2ba7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"buying\",\n AVG(CASE WHEN \"buying\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"buying\", condition_col=\"buying\", and condition_value='high'. Since the grouping column and condition column are the same, the result shows a rate of 1 for the 'high' group and 0 for all other buying groups."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..284de82f20a03ea31b103b2b45ce05c07d0c287b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:32.195179Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:34.837998Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:42.842546Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e901406fd935f8744c31e8c4620d052b9e2365e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, condition_col=buying. +Result preview: [{"buying": "high", "condition_rate": 1.0}, {"buying": "vhigh", "condition_rate": 0.0}, {"buying": "med", "condition_rate": 0.0}, {"buying": "low", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9bc639e5496c36afb2e12812482f2c9d727b835 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_a19ecc7ee2f25ff5 +-- problem_id: v2p_c2_ebdbf981a04611cc +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", + AVG(CASE WHEN "buying" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "buying" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e352bba98623654f17f1426e107f2f099ba6738b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"buying\",\n AVG(CASE WHEN \"buying\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"buying\\\",\\n AVG(CASE WHEN \\\"buying\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"buying\", \"condition_rate\"], \"rows\": [{\"buying\": \"high\", \"condition_rate\": 1.0}, {\"buying\": \"vhigh\", \"condition_rate\": 0.0}, {\"buying\": \"med\", \"condition_rate\": 0.0}, {\"buying\": \"low\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d89b8c3fd5ce9db0401ca34d21ff90542b0e56d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:19:32.000443+00:00", + "ended_at": "2026-05-04T08:19:43.758126+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a19ecc7ee2f25ff5", + "problem_id": "v2p_c2_ebdbf981a04611cc", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, condition_col=buying.", + "bindings": { + "group_col": "buying", + "condition_col": "buying", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_a19ecc7ee2f25ff5.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a19ecc7ee2f25ff5", + "api_calls": 0, + "input_tokens": 21761, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 21906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1671, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11730.36, + "sql_execution_elapsed_ms_total": 1.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a19ecc7ee2f25ff5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa6b8bfb0dc78a54f078d40ac505219fbfeac8d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a19ecc7ee2f25ff5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:43.749803+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11730.36, "started_at": "2026-05-04T08:19:32.002378+00:00", "ended_at": "2026-05-04T08:19:43.732522+00:00", "prompt_metrics": {"chars": 5916, "bytes_utf8": 5916, "lines": 183, "estimated_tokens": 1671}, "response_metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21761, "cached_input_tokens": 20864, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:19:32.195179Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:34.837998Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons, group_col_2=lug_boot.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "persons", + "group_col_2": "lug_boot", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd87f3664b5c929ed28059ee30a88ddc6a9400c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-69ed-7071-b31c-379b818e6ced"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"persons\\\", \\\"lug_boot\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\", \\\"lug_boot\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 13;\",\"notes\":\"Uses the planned Two-Dimensional Top-k Count template with group_col=\\\"persons\\\" and group_col_2=\\\"lug_boot\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21737,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3589870336eefac1ad5717e47ce47fad35acf279 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"persons\", \"lug_boot\", COUNT(*) AS \"support\"\nFROM \"c2\"\nGROUP BY \"persons\", \"lug_boot\"\nORDER BY \"support\" DESC\nLIMIT 13;","notes":"Uses the planned Two-Dimensional Top-k Count template with group_col=\"persons\" and group_col_2=\"lug_boot\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f38fe87473f4871ae4fa24d111250858440c2739 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:25.112471Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:27.490114Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:39.146390Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dc9725060b4bbb8199e8f6c99aefdf2b0edd940 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons, group_col_2=lug_boot. +Result preview: [{"persons": "2", "lug_boot": "big", "support": 192}, {"persons": "2", "lug_boot": "med", "support": 192}, {"persons": "2", "lug_boot": "small", "support": 192}, {"persons": "4", "lug_boot": "big", "support": 192}, {"persons": "4", "lug_boot": "med", "support": 192}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d454a32acb131a2aef24295663f5581fd0d26a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_a1f0f4f9f4131678 +-- problem_id: v2p_c2_a6f11d510c224965 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", "lug_boot", COUNT(*) AS "support" +FROM "c2" +GROUP BY "persons", "lug_boot" +ORDER BY "support" DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d60afe0523d45d87c2a3a06a48436abbd950e5fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"persons\", \"lug_boot\", COUNT(*) AS \"support\"\nFROM \"c2\"\nGROUP BY \"persons\", \"lug_boot\"\nORDER BY \"support\" DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"persons\\\", \\\"lug_boot\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\", \\\"lug_boot\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 13;\", \"columns\": [\"persons\", \"lug_boot\", \"support\"], \"rows\": [{\"persons\": \"2\", \"lug_boot\": \"big\", \"support\": 192}, {\"persons\": \"2\", \"lug_boot\": \"med\", \"support\": 192}, {\"persons\": \"2\", \"lug_boot\": \"small\", \"support\": 192}, {\"persons\": \"4\", \"lug_boot\": \"big\", \"support\": 192}, {\"persons\": \"4\", \"lug_boot\": \"med\", \"support\": 192}, {\"persons\": \"4\", \"lug_boot\": \"small\", \"support\": 192}, {\"persons\": \"more\", \"lug_boot\": \"big\", \"support\": 192}, {\"persons\": \"more\", \"lug_boot\": \"med\", \"support\": 192}, {\"persons\": \"more\", \"lug_boot\": \"small\", \"support\": 192}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3075e33f956fd3c5610ffefeaaaf142ca945a10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:27:24.888363+00:00", + "ended_at": "2026-05-04T08:27:40.009736+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a1f0f4f9f4131678", + "problem_id": "v2p_c2_a6f11d510c224965", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons, group_col_2=lug_boot.", + "bindings": { + "group_col": "persons", + "group_col_2": "lug_boot", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_a1f0f4f9f4131678.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a1f0f4f9f4131678", + "api_calls": 0, + "input_tokens": 21737, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21850, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1649, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15086.6, + "sql_execution_elapsed_ms_total": 2.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a1f0f4f9f4131678\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d20d26e30dd82e8a418e6971c392808f6fb32e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f0f4f9f4131678/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:39.999201+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15086.6, "started_at": "2026-05-04T08:27:24.893242+00:00", "ended_at": "2026-05-04T08:27:39.980117+00:00", "prompt_metrics": {"chars": 5768, "bytes_utf8": 5768, "lines": 180, "estimated_tokens": 1649}, "response_metrics": {"chars": 361, "bytes_utf8": 361, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21737, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:27:25.112471Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:27.490114Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6969ef7a1a9a25d4d933fb0d906e0f65c141b90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-b554-7b52-8ecf-7a146dbc115a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"class\\\" and predicate_col=\\\"persons\\\" filtered to value '4'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21742,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52c569bab298c42fffd28a4c6f582cf1a373ab09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required Filtered Top-k Group Count template with bound roles group_col=\"class\" and predicate_col=\"persons\" filtered to value '4'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..675a1a4c47e6c396f03f25042b62c4e1eeb0a8d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:11.184227Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:13.512974Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:21.916581Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..abb396ef33cf0e42b02c54a5ceb203d444ab9dc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class. +Result preview: [{"class": "unacc", "support": 312}, {"class": "acc", "support": 198}, {"class": "good", "support": 36}, {"class": "vgood", "support": 30}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..955619649bdc10392eae449061367f96ecc282b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_a1f1e8b3ac7f19f8 +-- problem_id: v2p_c2_df933ba50422ebb7 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "persons" = '4' +GROUP BY "class" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7f757f6e1197a2df8a12f59b49d0a3aecd96ef5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"unacc\", \"support\": 312}, {\"class\": \"acc\", \"support\": 198}, {\"class\": \"good\", \"support\": 36}, {\"class\": \"vgood\", \"support\": 30}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3cd8e177ac6c69d3bd1dccb30eabf480529ad070 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:21:10.996551+00:00", + "ended_at": "2026-05-04T08:21:22.852511+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a1f1e8b3ac7f19f8", + "problem_id": "v2p_c2_df933ba50422ebb7", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_a1f1e8b3ac7f19f8.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a1f1e8b3ac7f19f8", + "api_calls": 0, + "input_tokens": 21742, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 21860, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1654, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1756, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11828.8, + "sql_execution_elapsed_ms_total": 1.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a1f1e8b3ac7f19f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5f4718993a948ace2292cc8fbe7255619c8f4b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a1f1e8b3ac7f19f8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:22.843584+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11828.8, "started_at": "2026-05-04T08:21:10.998511+00:00", "ended_at": "2026-05-04T08:21:22.827668+00:00", "prompt_metrics": {"chars": 5845, "bytes_utf8": 5845, "lines": 182, "estimated_tokens": 1654}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21742, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:21:11.184227Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:13.512974Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "target_col": "class", + "target_value": "good", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bebbe80453405fd3cfa565297a2afe9b0862b9f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-e76f-7081-b17e-08a908dc0258"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=buying, group_col_2=class, target_col=class, and target_value='good'. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":19840,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d442d505b78a2cfaf6427e28304d94695fe1398e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"class\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=buying, group_col_2=class, target_col=class, and target_value='good'. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5221e3a3ddef57c2a424555d8f9617622ccc08d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,2 @@ +2026-05-04T08:13:45.253028Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:55.272844Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..faf9ae9e07cad024feea7b17696ba249413ea2f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=class, target_col=class. +Result preview: [{"buying": "low", "class": "good", "target_rate": 1.0}, {"buying": "med", "class": "good", "target_rate": 1.0}, {"buying": "high", "class": "acc", "target_rate": 0.0}, {"buying": "high", "class": "unacc", "target_rate": 0.0}, {"buying": "low", "class": "acc", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ce1fb2f8b96ddfd4030cd8d1325e1ae53c9447f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_a245b5db2d08531f +-- problem_id: v2p_c2_dd6b082812822845 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "class", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b86394957e79593c2d558452515f615b28d36ebd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"class\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"buying\", \"class\", \"target_rate\"], \"rows\": [{\"buying\": \"low\", \"class\": \"good\", \"target_rate\": 1.0}, {\"buying\": \"med\", \"class\": \"good\", \"target_rate\": 1.0}, {\"buying\": \"high\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"high\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"buying\": \"low\", \"class\": \"vgood\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"class\": \"unacc\", \"target_rate\": 0.0}, {\"buying\": \"med\", \"class\": \"vgood\", \"target_rate\": 0.0}, {\"buying\": \"vhigh\", \"class\": \"acc\", \"target_rate\": 0.0}, {\"buying\": \"vhigh\", \"class\": \"unacc\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..daf5b683be481ef1e9376acb5dcd3ce83bdaa220 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:13:45.039943+00:00", + "ended_at": "2026-05-04T08:14:08.965442+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a245b5db2d08531f", + "problem_id": "v2p_c2_dd6b082812822845", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=buying, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "target_col": "class", + "target_value": "good", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_a245b5db2d08531f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a245b5db2d08531f", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 21937, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1831, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23908.76, + "sql_execution_elapsed_ms_total": 1.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a245b5db2d08531f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40cc27ae369424a3ac9e92a766da90435731a837 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:08.957429+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23908.76, "started_at": "2026-05-04T08:13:45.042384+00:00", "ended_at": "2026-05-04T08:14:08.951129+00:00", "prompt_metrics": {"chars": 5957, "bytes_utf8": 5957, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21797, "cached_input_tokens": 19840, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:13:45.253028Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:55.272844Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n", "stdout_preview": "{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=buying, group_col_2=class, target_col=class, and target_value='good'. All identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8565c3753efce4b0632168cdf83482447c8d787a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a245b5db2d08531f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a245b5db2d08531f", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 21937, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1831, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23908.76, + "sql_execution_elapsed_ms_total": 1.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a245b5db2d08531f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e59fd786f7b851b5f7c95a52f4765a0afb25066 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5991, "bytes_utf8": 5991, "lines": 184, "estimated_tokens": 1685}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 21773, "cached_input_tokens": 20864, "output_tokens": 189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9085430f91a2897719ce787b364a5d5f3b075215 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a40501ef17585b2b", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 189, + "total_tokens": 21962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 120, + "estimated_total_tokens": 1805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14804.03, + "sql_execution_elapsed_ms_total": 1.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a40501ef17585b2b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6468885b602fb485d9f04e50864d4f3259c62e5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:42:08.770373+00:00", + "ended_at": "2026-05-04T08:42:23.574269+00:00", + "elapsed_ms": 14804.03, + "prompt_metrics": { + "chars": 5991, + "bytes_utf8": 5991, + "lines": 184, + "estimated_tokens": 1685 + }, + "stdout_metrics": { + "chars": 838, + "bytes_utf8": 838, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 508, + "bytes_utf8": 508, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 189 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05b7f8d46bba67c378c64efb8cd0d22be693b891 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "persons", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "persons", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2279dc80339a64886621bdbbe488e603263f0a1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-e696-7b12-a707-80b55ca4995c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Used the provided template and fixed bindings exactly as given: group_col=\\\"persons\\\", entity_col=\\\"persons\\\", predicate buying='high', top_k=16. Since the grouped column and distinct-count column are the same, each returned group's distinct count will be 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":20864,"output_tokens":189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70a6f531be14ba68f6d980e910d75fcbae52bfc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 16;","notes":"Used the provided template and fixed bindings exactly as given: group_col=\"persons\", entity_col=\"persons\", predicate buying='high', top_k=16. Since the grouped column and distinct-count column are the same, each returned group's distinct count will be 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ac22e27e99f8eb6fed4db4ffd02719016b4dc52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:08.972563Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:11.468347Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:22.269151Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..daadc371d3b7f2a473337e217d8565273a14aa53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons. +Result preview: [{"persons": "more", "distinct_entities": 1}, {"persons": "4", "distinct_entities": 1}, {"persons": "2", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bcb2889b3ae64a9c6085ca053b448ad7ef81c5ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_a40501ef17585b2b +-- problem_id: v2p_c2_24892657c04f13af +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5272b34357cc4fe8b2ee68e14476b14388e0edcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nWHERE \"buying\" = 'high'\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'high'\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\", \"columns\": [\"persons\", \"distinct_entities\"], \"rows\": [{\"persons\": \"more\", \"distinct_entities\": 1}, {\"persons\": \"4\", \"distinct_entities\": 1}, {\"persons\": \"2\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33c296020a9d8221c0a95d422d656758b55c7f38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:42:08.764436+00:00", + "ended_at": "2026-05-04T08:42:23.606377+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a40501ef17585b2b", + "problem_id": "v2p_c2_24892657c04f13af", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "persons", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_a40501ef17585b2b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a40501ef17585b2b", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 189, + "total_tokens": 21962, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 120, + "estimated_total_tokens": 1805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14804.03, + "sql_execution_elapsed_ms_total": 1.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a40501ef17585b2b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aea39b8ab37f44c518edae01f29c752e675c0a1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a40501ef17585b2b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:23.591069+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14804.03, "started_at": "2026-05-04T08:42:08.770373+00:00", "ended_at": "2026-05-04T08:42:23.574269+00:00", "prompt_metrics": {"chars": 5991, "bytes_utf8": 5991, "lines": 184, "estimated_tokens": 1685}, "response_metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 21773, "cached_input_tokens": 20864, "output_tokens": 189}, "stderr_preview": "2026-05-04T08:42:08.972563Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:11.468347Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=safety, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c08b5e96d6a6d5fa950f94d2651c582aa6db660 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-9215-7b61-8a12-26ce5a5327ff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"safety\\\", target_col=\\\"class\\\", target_value='acc', min_support=5, and top_k=14. Query is single-table SQLite SELECT and quotes identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":20864,"output_tokens":168}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee54dd8c1d44eb3a09252cadccffc8ba75e689d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"safety\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"safety\", target_col=\"class\", target_value='acc', min_support=5, and top_k=14. Query is single-table SQLite SELECT and quotes identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a591502541cf4fd6a354450a99734965383f4497 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:46.453516Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:48.809863Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:57.359405Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2777a56a7dee31385053e4feee4d114cd9dac73c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=safety, target_col=class. +Result preview: [{"safety": "high", "support": 576, "focus_rate": 0.3541666666666667}, {"safety": "med", "support": 576, "focus_rate": 0.3125}, {"safety": "low", "support": 576, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba52d5474dd9a97c0d1bbddd686b4983a8039055 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_a732c3e246ab4467 +-- problem_id: v2p_c2_16ab676027476887 +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "safety" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e818e2423f32d1442147ddf17cbf314da8febbd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"safety\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"safety\", \"support\", \"focus_rate\"], \"rows\": [{\"safety\": \"high\", \"support\": 576, \"focus_rate\": 0.3541666666666667}, {\"safety\": \"med\", \"support\": 576, \"focus_rate\": 0.3125}, {\"safety\": \"low\", \"support\": 576, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fe19505c266e00eca6b32e14079b0b26b7668c27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:29:46.252738+00:00", + "ended_at": "2026-05-04T08:29:58.157578+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a732c3e246ab4467", + "problem_id": "v2p_c2_16ab676027476887", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=safety, target_col=class.", + "bindings": { + "group_col": "safety", + "target_col": "class", + "target_value": "acc", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_a732c3e246ab4467.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a732c3e246ab4467", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 168, + "total_tokens": 21977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 145, + "estimated_total_tokens": 1866, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11876.1, + "sql_execution_elapsed_ms_total": 1.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a732c3e246ab4467\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32f2ce0e22297699f83bf022756a5bc78834182e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:58.148498+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11876.1, "started_at": "2026-05-04T08:29:46.254942+00:00", "ended_at": "2026-05-04T08:29:58.128644+00:00", "prompt_metrics": {"chars": 5993, "bytes_utf8": 5993, "lines": 181, "estimated_tokens": 1721}, "response_metrics": {"chars": 519, "bytes_utf8": 519, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 21809, "cached_input_tokens": 20864, "output_tokens": 168}, "stderr_preview": "2026-05-04T08:29:46.453516Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:48.809863Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"safety\\\", target_col=\\\"class\\\", target_value='acc', min_support=5, and top_k=14. Query is single-table SQLite SELECT and quotes identifiers with double quotes.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..87e59edcb28d04b28af276b8cbb8d754bb09f589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a732c3e246ab4467/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a732c3e246ab4467", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 168, + "total_tokens": 21977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 145, + "estimated_total_tokens": 1866, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11876.1, + "sql_execution_elapsed_ms_total": 1.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a732c3e246ab4467\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9283304e39fc8046a411638c3376c0de04d6f84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5763, "bytes_utf8": 5763, "lines": 180, "estimated_tokens": 1649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21737, "cached_input_tokens": 20864, "output_tokens": 109}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1aefa94d3f1c7dab5a99e2c12f90903125528650 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a7d74bcf6efa0ebe", + "api_calls": 0, + "input_tokens": 21737, + "cached_input_tokens": 20864, + "output_tokens": 109, + "total_tokens": 21846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1649, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1742, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10377.19, + "sql_execution_elapsed_ms_total": 1.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a7d74bcf6efa0ebe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b9f0e25cd35be9537cc1dba6ec7a91e307f683e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:26:53.172653+00:00", + "ended_at": "2026-05-04T08:27:03.549915+00:00", + "elapsed_ms": 10377.19, + "prompt_metrics": { + "chars": 5763, + "bytes_utf8": 5763, + "lines": 180, + "estimated_tokens": 1649 + }, + "stdout_metrics": { + "chars": 681, + "bytes_utf8": 681, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13175 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 348, + "bytes_utf8": 348, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 21737, + "cached_input_tokens": 20864, + "output_tokens": 109 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2bc3250cc7cb2e95b8c32e661a0572f7dce79dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=lug_boot.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "doors", + "group_col_2": "lug_boot", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2b77648a0f258f5ad21dd37349b01c973a33642 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-ee27-77a3-8e2d-004ab32795a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Uses the required Two-Dimensional Top-k Count template with group_col=\\\"doors\\\" and group_col_2=\\\"lug_boot\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21737,"cached_input_tokens":20864,"output_tokens":109}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..369228272796bf0bcc15df33d0365ead481e887e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY support DESC\nLIMIT 10;","notes":"Uses the required Two-Dimensional Top-k Count template with group_col=\"doors\" and group_col_2=\"lug_boot\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52aa3e429c00d8e7c30eb4fbc0429c333c29274a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:53.434177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:55.812427Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:02.733815Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe19f1bb4b3609ecf08a0ef84fce42cfa313bd21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=lug_boot. +Result preview: [{"doors": "2", "lug_boot": "big", "support": 144}, {"doors": "2", "lug_boot": "med", "support": 144}, {"doors": "2", "lug_boot": "small", "support": 144}, {"doors": "3", "lug_boot": "big", "support": 144}, {"doors": "3", "lug_boot": "med", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5240a2048ce88fe414ee2b7fab35d7e2bccff60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_a7d74bcf6efa0ebe +-- problem_id: v2p_c2_1c555d10805ca553 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "lug_boot", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "lug_boot" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca82c9512842e9e3db1c08b46291484026cdc8f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"doors\", \"lug_boot\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"doors\", \"lug_boot\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"doors\\\", \\\"lug_boot\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"lug_boot\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"doors\", \"lug_boot\", \"support\"], \"rows\": [{\"doors\": \"2\", \"lug_boot\": \"big\", \"support\": 144}, {\"doors\": \"2\", \"lug_boot\": \"med\", \"support\": 144}, {\"doors\": \"2\", \"lug_boot\": \"small\", \"support\": 144}, {\"doors\": \"3\", \"lug_boot\": \"big\", \"support\": 144}, {\"doors\": \"3\", \"lug_boot\": \"med\", \"support\": 144}, {\"doors\": \"3\", \"lug_boot\": \"small\", \"support\": 144}, {\"doors\": \"4\", \"lug_boot\": \"big\", \"support\": 144}, {\"doors\": \"4\", \"lug_boot\": \"med\", \"support\": 144}, {\"doors\": \"4\", \"lug_boot\": \"small\", \"support\": 144}, {\"doors\": \"5more\", \"lug_boot\": \"big\", \"support\": 144}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b19654d0d00f89e29561e1d25e80fa06408c05ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:26:53.169508+00:00", + "ended_at": "2026-05-04T08:27:03.579744+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a7d74bcf6efa0ebe", + "problem_id": "v2p_c2_1c555d10805ca553", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors, group_col_2=lug_boot.", + "bindings": { + "group_col": "doors", + "group_col_2": "lug_boot", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_a7d74bcf6efa0ebe.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a7d74bcf6efa0ebe", + "api_calls": 0, + "input_tokens": 21737, + "cached_input_tokens": 20864, + "output_tokens": 109, + "total_tokens": 21846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1649, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1742, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10377.19, + "sql_execution_elapsed_ms_total": 1.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a7d74bcf6efa0ebe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd4fa0cee43fca3c8dd9d5a014c6be01769cde74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7d74bcf6efa0ebe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:03.569492+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10377.19, "started_at": "2026-05-04T08:26:53.172653+00:00", "ended_at": "2026-05-04T08:27:03.549915+00:00", "prompt_metrics": {"chars": 5763, "bytes_utf8": 5763, "lines": 180, "estimated_tokens": 1649}, "response_metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21737, "cached_input_tokens": 20864, "output_tokens": 109}, "stderr_preview": "2026-05-04T08:26:53.434177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:55.812427Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=doors.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "doors", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "5more", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b630d69921b6a993201d15f3820fe220f4901c1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-92f3-77c2-a401-e9569baf4578"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"doors\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '5more'\\nGROUP BY \\\"doors\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col=\\\"doors\\\" and the bound filter \\\"doors\\\" = '5more'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..464c4a178a40aa9f792e1f1f32e4ba37916fd7f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"doors\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"doors\" = '5more'\nGROUP BY \"doors\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the provided Filtered Top-k Group Count template with group_col=\"doors\" and the bound filter \"doors\" = '5more'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9990c913fccdd355f2a8e4418120f4f1410083b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:07.923583Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:10.249847Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:23.313725Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f58c0437dafb0231cbeaf5a482c9355afe67af0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=doors. +Result preview: [{"doors": "5more", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0abe11576e08ac61e66927ab04fc181a31b635c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_a7ee21a1b4d72deb +-- problem_id: v2p_c2_72104c392a410167 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(*) AS support +FROM "c2" +WHERE "doors" = '5more' +GROUP BY "doors" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d40fbea99388d5a6a002076c6e4625edb76c5c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"doors\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"doors\" = '5more'\nGROUP BY \"doors\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"doors\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '5more'\\nGROUP BY \\\"doors\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"doors\", \"support\"], \"rows\": [{\"doors\": \"5more\", \"support\": 432}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3e0f6a30f8e5f40a430d3563a0f05f4b4eb245e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:22:07.723764+00:00", + "ended_at": "2026-05-04T08:22:24.362509+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a7ee21a1b4d72deb", + "problem_id": "v2p_c2_72104c392a410167", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "5more", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_a7ee21a1b4d72deb.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a7ee21a1b4d72deb", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 21860, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1756, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16610.73, + "sql_execution_elapsed_ms_total": 1.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a7ee21a1b4d72deb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45a0aba897a70738480b9316f82a48b661b938f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a7ee21a1b4d72deb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:24.354833+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16610.73, "started_at": "2026-05-04T08:22:07.725519+00:00", "ended_at": "2026-05-04T08:22:24.336292+00:00", "prompt_metrics": {"chars": 5845, "bytes_utf8": 5845, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 396, "bytes_utf8": 396, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21743, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:22:07.923583Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:10.249847Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "unacc", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..488e55b9c63ab12a55443eeb4872e4b0e01f7e28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-79d5-72d3-b6e7-b937756e9ebf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'unacc'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Filled the provided Filtered Top-k Group Count template with group_col=\\\"class\\\" and the bound predicate \\\"class\\\" = 'unacc', using only the single table \\\"c2\\\" and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21741,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4b4604762e41b57393913f7f111c7019e506e58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'unacc'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 13;","notes":"Filled the provided Filtered Top-k Group Count template with group_col=\"class\" and the bound predicate \"class\" = 'unacc', using only the single table \"c2\" and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b699bfc50fb3d6f6a95a17e4a5acf621dcc6d1ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:55.962475Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:58.271319Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:10.244650Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b1c16487c54b16055f2d3e0d71989d04a684891 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "unacc", "support": 1210}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8359c75c3f60a512066a727ddffd0965ab8b4d9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_a89385100b989726 +-- problem_id: v2p_c2_294e7344adb32992 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "class" = 'unacc' +GROUP BY "class" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5659bb45dec0ca275f53ec44372f9c14aa2ae4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'unacc'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'unacc'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"unacc\", \"support\": 1210}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..748147d60fbf2f2086f096fea72a302394728a12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:20:55.756739+00:00", + "ended_at": "2026-05-04T08:21:10.992961+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a89385100b989726", + "problem_id": "v2p_c2_294e7344adb32992", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "unacc", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_a89385100b989726.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a89385100b989726", + "api_calls": 0, + "input_tokens": 21741, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 21859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1653, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1755, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15192.22, + "sql_execution_elapsed_ms_total": 1.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a89385100b989726\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dafc8da3aee41915759d7919d67fb168ba265d62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a89385100b989726/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:10.982551+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15192.22, "started_at": "2026-05-04T08:20:55.758882+00:00", "ended_at": "2026-05-04T08:21:10.951447+00:00", "prompt_metrics": {"chars": 5844, "bytes_utf8": 5844, "lines": 182, "estimated_tokens": 1653}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21741, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:20:55.962475Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:58.271319Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=maint.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "maint", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..915e2b2db648d9cd1a3df03c4446b228f0cc9bc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-9ab9-7b02-827d-300640eff060"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY support ASC, \\\"maint\\\"\\nLIMIT 14;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"maint\\\" and top_k=14 using the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21703,"cached_input_tokens":20864,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ebe7c9cb2964882f0debc7fdc7ccad0cff101bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"maint\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY support ASC, \"maint\"\nLIMIT 14;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"maint\" and top_k=14 using the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0a818c5bdf6cabd5606d030d11c0fb0f0116be7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:05.315912Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:07.705644Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:15.036709Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..681ccedfc481d7dc8f89a0d49f9957c754742576 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=maint. +Result preview: [{"maint": "high", "support": 432}, {"maint": "low", "support": 432}, {"maint": "med", "support": 432}, {"maint": "vhigh", "support": 432}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7636d7d1919071664986c4564f171148c8b80d89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_a97e79bff1388ccd +-- problem_id: v2p_c2_3ffc9dd3ff45845c +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint" +ORDER BY support ASC, "maint" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84c5e0e1f4e675e9f88887442c561875317a2f6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"maint\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY support ASC, \"maint\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY support ASC, \\\"maint\\\"\\nLIMIT 14;\", \"columns\": [\"maint\", \"support\"], \"rows\": [{\"maint\": \"high\", \"support\": 432}, {\"maint\": \"low\", \"support\": 432}, {\"maint\": \"med\", \"support\": 432}, {\"maint\": \"vhigh\", \"support\": 432}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e60aff148579313db6857585081d62d4f0b535db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:33:01.794654+00:00", + "ended_at": "2026-05-04T08:33:15.846303+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a97e79bff1388ccd", + "problem_id": "v2p_c2_3ffc9dd3ff45845c", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_a97e79bff1388ccd.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a97e79bff1388ccd", + "api_calls": 0, + "input_tokens": 21703, + "cached_input_tokens": 20864, + "output_tokens": 130, + "total_tokens": 21833, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1704, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14018.91, + "sql_execution_elapsed_ms_total": 1.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a97e79bff1388ccd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76ab72ec08143bbef9bbff7ebaaf5e7e85337275 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a97e79bff1388ccd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:15.836394+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14018.91, "started_at": "2026-05-04T08:33:01.796861+00:00", "ended_at": "2026-05-04T08:33:15.815823+00:00", "prompt_metrics": {"chars": 5649, "bytes_utf8": 5649, "lines": 178, "estimated_tokens": 1615}, "response_metrics": {"chars": 329, "bytes_utf8": 329, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21703, "cached_input_tokens": 20864, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:33:05.315912Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:07.705644Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint, group_col_2=class.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "maint", + "group_col_2": "class", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e57786c3f0fa62fb10e6b1ba391a49b8e92da696 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-8810-73e3-a28f-5ccadd440e63"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"maint\\\", \\\"class\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"class\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 13;\",\"notes\":\"Filled the provided Two-Dimensional Top-k Count template with group_col=\\\"maint\\\", group_col_2=\\\"class\\\", and top_k=13 using SQLite-compatible quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21735,"cached_input_tokens":19840,"output_tokens":111}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..196051bd77f3d59f820fcae8031d4299afea5cc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"maint\", \"class\", COUNT(*) AS \"support\"\nFROM \"c2\"\nGROUP BY \"maint\", \"class\"\nORDER BY \"support\" DESC\nLIMIT 13;","notes":"Filled the provided Two-Dimensional Top-k Count template with group_col=\"maint\", group_col_2=\"class\", and top_k=13 using SQLite-compatible quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..735c3b41aaa9d5af54b470e0494d8ee36a45ffe6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:27.269430Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:29.680417Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:38.345601Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..447b48f02ed8900ace987d7e40bfff839ddb76a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint, group_col_2=class. +Result preview: [{"maint": "vhigh", "class": "unacc", "support": 360}, {"maint": "high", "class": "unacc", "support": 314}, {"maint": "low", "class": "unacc", "support": 268}, {"maint": "med", "class": "unacc", "support": 268}, {"maint": "med", "class": "acc", "support": 115}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c66cf5264d4b7c067993e620536b3b14007587a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_a9a93c5648485307 +-- problem_id: v2p_c2_566726356e86f6d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "class", COUNT(*) AS "support" +FROM "c2" +GROUP BY "maint", "class" +ORDER BY "support" DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..951db6e53e1e342a6b9d59c3401c66f3fd7a1a4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"maint\", \"class\", COUNT(*) AS \"support\"\nFROM \"c2\"\nGROUP BY \"maint\", \"class\"\nORDER BY \"support\" DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"maint\\\", \\\"class\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"class\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 13;\", \"columns\": [\"maint\", \"class\", \"support\"], \"rows\": [{\"maint\": \"vhigh\", \"class\": \"unacc\", \"support\": 360}, {\"maint\": \"high\", \"class\": \"unacc\", \"support\": 314}, {\"maint\": \"low\", \"class\": \"unacc\", \"support\": 268}, {\"maint\": \"med\", \"class\": \"unacc\", \"support\": 268}, {\"maint\": \"med\", \"class\": \"acc\", \"support\": 115}, {\"maint\": \"high\", \"class\": \"acc\", \"support\": 105}, {\"maint\": \"low\", \"class\": \"acc\", \"support\": 92}, {\"maint\": \"vhigh\", \"class\": \"acc\", \"support\": 72}, {\"maint\": \"low\", \"class\": \"good\", \"support\": 46}, {\"maint\": \"low\", \"class\": \"vgood\", \"support\": 26}, {\"maint\": \"med\", \"class\": \"vgood\", \"support\": 26}, {\"maint\": \"med\", \"class\": \"good\", \"support\": 23}, {\"maint\": \"high\", \"class\": \"vgood\", \"support\": 13}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f70f2b78327a12d59871dddbd0b0cfd1664b40a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:26:27.087283+00:00", + "ended_at": "2026-05-04T08:26:39.844920+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_a9a93c5648485307", + "problem_id": "v2p_c2_566726356e86f6d6", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint, group_col_2=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "class", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_a9a93c5648485307.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_a9a93c5648485307", + "api_calls": 0, + "input_tokens": 21735, + "cached_input_tokens": 19840, + "output_tokens": 111, + "total_tokens": 21846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1647, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1742, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12722.29, + "sql_execution_elapsed_ms_total": 2.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_a9a93c5648485307\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d817752824e020a56705c2d8539747dc8a6f9c00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_a9a93c5648485307/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:39.831365+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12722.29, "started_at": "2026-05-04T08:26:27.090128+00:00", "ended_at": "2026-05-04T08:26:39.812502+00:00", "prompt_metrics": {"chars": 5757, "bytes_utf8": 5757, "lines": 180, "estimated_tokens": 1647}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21735, "cached_input_tokens": 19840, "output_tokens": 111}, "stderr_preview": "2026-05-04T08:26:27.269430Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:29.680417Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "buying", + "entity_col": "buying", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..484a06f29b2d4c555efce8670f3523a9845593eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-27d8-7cd2-916b-d6b235c2c36c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Applied the required template with bound roles group_col=\\\"buying\\\" and entity_col=\\\"buying\\\" on the single table \\\"c2\\\". Because the grouping column and distinct-count column are the same, each group will have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21722,"cached_input_tokens":20864,"output_tokens":199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ace66269f3b286ae37bf0c4ec6079d9d22530c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Applied the required template with bound roles group_col=\"buying\" and entity_col=\"buying\" on the single table \"c2\". Because the grouping column and distinct-count column are the same, each group will have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc153f9d974d341672b9342e67a6d41a4c1016d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:14.619223Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:17.161500Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:26.525146Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..961d4d03a8f98bb1e7fd53b32d4368caa1cf21ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying. +Result preview: [{"buying": "vhigh", "distinct_entities": 1}, {"buying": "med", "distinct_entities": 1}, {"buying": "low", "distinct_entities": 1}, {"buying": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..455012b2d5d244ac6e0eb7e6e3101b63216e31fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_ab28f0b0766cba50 +-- problem_id: v2p_c2_d8cf4af9cbd075a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef330f38ad102390dfb5e6082ceb201a9c782771 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"buying\", COUNT(DISTINCT \"buying\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"buying\\\", COUNT(DISTINCT \\\"buying\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"buying\", \"distinct_entities\"], \"rows\": [{\"buying\": \"vhigh\", \"distinct_entities\": 1}, {\"buying\": \"med\", \"distinct_entities\": 1}, {\"buying\": \"low\", \"distinct_entities\": 1}, {\"buying\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f0163b987d6f0ea49cdbde7b9f4e4556e0f5db7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:40:14.424222+00:00", + "ended_at": "2026-05-04T08:40:27.468444+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_ab28f0b0766cba50", + "problem_id": "v2p_c2_d8cf4af9cbd075a1", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "entity_col": "buying", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_ab28f0b0766cba50.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_ab28f0b0766cba50", + "api_calls": 0, + "input_tokens": 21722, + "cached_input_tokens": 20864, + "output_tokens": 199, + "total_tokens": 21921, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1634, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12994.67, + "sql_execution_elapsed_ms_total": 2.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_ab28f0b0766cba50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f359af2607a4f65635c21672321695cbb270963f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ab28f0b0766cba50/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:27.451527+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12994.67, "started_at": "2026-05-04T08:40:14.426408+00:00", "ended_at": "2026-05-04T08:40:27.413685+00:00", "prompt_metrics": {"chars": 5775, "bytes_utf8": 5775, "lines": 180, "estimated_tokens": 1634}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21722, "cached_input_tokens": 20864, "output_tokens": 199}, "stderr_preview": "2026-05-04T08:40:14.619223Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:17.161500Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "vgood", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..359e31dfa08f0c9a3c8c41f88ff4c7005ca90bed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-15f3-7de0-8c77-d8d59d1a57db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided filtered top-k group count template with group_col=\\\"class\\\" and predicate \\\"class\\\" = 'vgood' on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":6528,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..959b7cce25da72ebfc93c2ae85de4698b444932a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 10;","notes":"Applied the provided filtered top-k group count template with group_col=\"class\" and predicate \"class\" = 'vgood' on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d08d9266e8d57e5adca3d9d4144a5447e5cc125d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:47.000799Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:49.338277Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:56.811462Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7df57280c5e3dfcc7815ff2f31dbb3563537df3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class. +Result preview: [{"class": "vgood", "support": 65}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e0946b3b6ff759e1a109c55d57b7a1ab3a086ced --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_ac0ebab1d42bda22 +-- problem_id: v2p_c2_bc06558fe772cd37 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "class" = 'vgood' +GROUP BY "class" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..deb2dbcf51dbd2e5c5885c1c56acdd10340ef4f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"vgood\", \"support\": 65}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e29bf0647f542be0ad81e87a968aeaea381a99e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:23:46.793221+00:00", + "ended_at": "2026-05-04T08:23:57.674043+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_ac0ebab1d42bda22", + "problem_id": "v2p_c2_bc06558fe772cd37", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "vgood", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_ac0ebab1d42bda22.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_ac0ebab1d42bda22", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 6528, + "output_tokens": 120, + "total_tokens": 21863, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1749, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10854.14, + "sql_execution_elapsed_ms_total": 0.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_ac0ebab1d42bda22\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6a5f19c9c66397c1744eba328c081dc22e9fa7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ac0ebab1d42bda22/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:57.665891+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10854.14, "started_at": "2026-05-04T08:23:46.794941+00:00", "ended_at": "2026-05-04T08:23:57.649466+00:00", "prompt_metrics": {"chars": 5845, "bytes_utf8": 5845, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 353, "bytes_utf8": 353, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21743, "cached_input_tokens": 6528, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:23:47.000799Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:49.338277Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=safety, condition_col=safety.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e597bf80424bb61d701ef8555d01cb4a40dbfcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-820a-7b73-9158-dd1d15d95fbf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"safety\\\",\\n AVG(CASE WHEN \\\"safety\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned template exactly with group_col=\\\"safety\\\" and condition_col=\\\"safety\\\". Since the grouping column and condition column are the same, the result is a within-group proportion that becomes 1 for the 'high' safety group and 0 for the other safety groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21759,"cached_input_tokens":20864,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa147f74f39fb4a1309c76851c905e2ed97fd13e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"safety\",\n AVG(CASE WHEN \"safety\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY condition_rate DESC;","notes":"Applied the planned template exactly with group_col=\"safety\" and condition_col=\"safety\". Since the grouping column and condition column are the same, the result is a within-group proportion that becomes 1 for the 'high' safety group and 0 for the other safety groups."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..139e4e2b2de00200542b766485e967e42ff8fca4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:46.972954Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:49.308377Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:57.428593Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e4198cede1ec37f602ddb3e3251314cc9074248 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=safety, condition_col=safety. +Result preview: [{"safety": "high", "condition_rate": 1.0}, {"safety": "med", "condition_rate": 0.0}, {"safety": "low", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..13a56e090271df2bae9a8a8237afc6cab82e24c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_ad6d669d76dae2c8 +-- problem_id: v2p_c2_1c88f0cf9901580b +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", + AVG(CASE WHEN "safety" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "safety" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71e8039c390d1a68bb86489ec843a06cb618677a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"safety\",\n AVG(CASE WHEN \"safety\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"safety\\\",\\n AVG(CASE WHEN \\\"safety\\\" = 'high' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"safety\", \"condition_rate\"], \"rows\": [{\"safety\": \"high\", \"condition_rate\": 1.0}, {\"safety\": \"med\", \"condition_rate\": 0.0}, {\"safety\": \"low\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f23ca36d28cac96c0625fd13f5a912d6c32a01a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:18:46.796663+00:00", + "ended_at": "2026-05-04T08:18:58.243629+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_ad6d669d76dae2c8", + "problem_id": "v2p_c2_1c88f0cf9901580b", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=safety, condition_col=safety.", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_ad6d669d76dae2c8.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_ad6d669d76dae2c8", + "api_calls": 0, + "input_tokens": 21759, + "cached_input_tokens": 20864, + "output_tokens": 142, + "total_tokens": 21901, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1669, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1795, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11420.14, + "sql_execution_elapsed_ms_total": 1.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_ad6d669d76dae2c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9128fbabf82347e570e12e686efdad9f47c8ca16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ad6d669d76dae2c8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:58.235748+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11420.14, "started_at": "2026-05-04T08:18:46.799056+00:00", "ended_at": "2026-05-04T08:18:58.219060+00:00", "prompt_metrics": {"chars": 5916, "bytes_utf8": 5916, "lines": 183, "estimated_tokens": 1669}, "response_metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 21759, "cached_input_tokens": 20864, "output_tokens": 142}, "stderr_preview": "2026-05-04T08:18:46.972954Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:49.308377Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "persons", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31aff32da57952f65f6cef2ad5dd265eb16424e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-ef9c-7d72-b738-a9b2327f7522"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"persons\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the required grouped count template with group_col bound to \\\"persons\\\" on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21670,"cached_input_tokens":19840,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2274edef9a9a89e8685eb652bfc410cbdd5abf7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"persons\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY row_count DESC;","notes":"Uses the required grouped count template with group_col bound to \"persons\" on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5944fdbb8a38b43006e0cd0586994615d3771cc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:48.245466Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:50.548927Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:58.209180Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5aab5405ccda94625fb57aa5d0f99f4a917fe44f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons. +Result preview: [{"persons": "more", "row_count": 576}, {"persons": "4", "row_count": 576}, {"persons": "2", "row_count": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0981a95077debc0c60f356a3087b67a67c4e04b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_adc9945a0581eda4 +-- problem_id: v2p_c2_92fc04f635aff8b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(*) AS row_count +FROM "c2" +GROUP BY "persons" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10c58b05d64c9effce6df6a51620e1bd3cebd141 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"persons\", COUNT(*) AS row_count\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"persons\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"persons\", \"row_count\"], \"rows\": [{\"persons\": \"more\", \"row_count\": 576}, {\"persons\": \"4\", \"row_count\": 576}, {\"persons\": \"2\", \"row_count\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f354fb28124b85e6064dbdee4f8d85f5bd4e024 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:25:48.013245+00:00", + "ended_at": "2026-05-04T08:25:59.028110+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_adc9945a0581eda4", + "problem_id": "v2p_c2_92fc04f635aff8b9", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_adc9945a0581eda4.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_adc9945a0581eda4", + "api_calls": 0, + "input_tokens": 21670, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 21807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1580, + "estimated_output_tokens": 68, + "estimated_total_tokens": 1648, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10970.99, + "sql_execution_elapsed_ms_total": 1.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_adc9945a0581eda4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95940303ff58563444cf0579518d485a95f20c0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_adc9945a0581eda4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:59.019088+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10970.99, "started_at": "2026-05-04T08:25:48.015242+00:00", "ended_at": "2026-05-04T08:25:58.985039+00:00", "prompt_metrics": {"chars": 5574, "bytes_utf8": 5574, "lines": 178, "estimated_tokens": 1580}, "response_metrics": {"chars": 271, "bytes_utf8": 271, "lines": 1, "estimated_tokens": 68}, "usage": {"input_tokens": 21670, "cached_input_tokens": 19840, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:25:48.245466Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:50.548927Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=persons, condition_col=persons.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "persons", + "condition_col": "persons", + "condition_value": "4", + "positive_value": "2", + "negative_value": "4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4187375eb2083b71f7062a0294fd5234b16d3e62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-df54-7b93-b8d0-ad5aa4e4ba90"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"persons\\\",\\n AVG(CASE WHEN \\\"persons\\\" = '4' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"persons\\\" and condition_col=\\\"persons\\\", using condition_value='4'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21756,"cached_input_tokens":19840,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37729a40fdca0d6850219e0bb88325f2b1378cf7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"persons\",\n AVG(CASE WHEN \"persons\" = '4' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY condition_rate DESC;","notes":"Applied the required Grouped Condition Rate template with group_col=\"persons\" and condition_col=\"persons\", using condition_value='4'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54374c2036f98abab4ae129ecbde230dbfeaf397 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:05.307516Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:07.718653Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:15.090910Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3b046c4b8d01bd246e3b1354db762e812092312 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=persons, condition_col=persons. +Result preview: [{"persons": "4", "condition_rate": 1.0}, {"persons": "more", "condition_rate": 0.0}, {"persons": "2", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e13e4e9441bfcbc8f7d12b12a82199349d51916 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_aeef2f7a644aa23e +-- problem_id: v2p_c2_7170168a43bb635d +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", + AVG(CASE WHEN "persons" = '4' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "persons" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59c46ae7a70952491dfc15511e0d3bfee88225b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"persons\",\n AVG(CASE WHEN \"persons\" = '4' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"persons\\\",\\n AVG(CASE WHEN \\\"persons\\\" = '4' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"persons\", \"condition_rate\"], \"rows\": [{\"persons\": \"4\", \"condition_rate\": 1.0}, {\"persons\": \"more\", \"condition_rate\": 0.0}, {\"persons\": \"2\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e672cf694c2a3f9e004005a53a60448966b89c2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:18:05.135319+00:00", + "ended_at": "2026-05-04T08:18:15.923352+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_aeef2f7a644aa23e", + "problem_id": "v2p_c2_7170168a43bb635d", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=persons, condition_col=persons.", + "bindings": { + "group_col": "persons", + "condition_col": "persons", + "condition_value": "4", + "positive_value": "2", + "negative_value": "4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_aeef2f7a644aa23e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_aeef2f7a644aa23e", + "api_calls": 0, + "input_tokens": 21756, + "cached_input_tokens": 19840, + "output_tokens": 120, + "total_tokens": 21876, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1666, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1770, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10760.53, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_aeef2f7a644aa23e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7eeabccbddd1631d33c032bbd912918f0908df91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_aeef2f7a644aa23e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:15.914535+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10760.53, "started_at": "2026-05-04T08:18:05.137424+00:00", "ended_at": "2026-05-04T08:18:15.898061+00:00", "prompt_metrics": {"chars": 5909, "bytes_utf8": 5909, "lines": 183, "estimated_tokens": 1666}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21756, "cached_input_tokens": 19840, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:18:05.307516Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:07.718653Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=doors, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "acc", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e637b09f88327da44076312c8eeec6db4cd7186e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-0ec5-7490-a73c-dfa49c13e299"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 13;\",\"notes\":\"Applied the requested Tail Target-Rate Extremes template with group_col=\\\"doors\\\", target_col=\\\"class\\\", target_value='acc', min_support=5, and top_k=13 using SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":19840,"output_tokens":187}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..525d0c7a97cf196dac44d8695936bf282bb5876d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 13;","notes":"Applied the requested Tail Target-Rate Extremes template with group_col=\"doors\", target_col=\"class\", target_value='acc', min_support=5, and top_k=13 using SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff2d5b541ddb87b940a112037f4d2231c6330076 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:23.919007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:26.206525Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:34.494006Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea75f172005b2802a5928a64ac3ac3de7f676484 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=doors, target_col=class. +Result preview: [{"doors": "4", "support": 432, "focus_rate": 0.2361111111111111}, {"doors": "5more", "support": 432, "focus_rate": 0.2361111111111111}, {"doors": "3", "support": 432, "focus_rate": 0.22916666666666666}, {"doors": "2", "support": 432, "focus_rate": 0.1875}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f0e87231574670b4eb3487f85e5ddfb836242cc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_af747e7c24a6243d +-- problem_id: v2p_c2_46daeeef509f764d +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bf2fc79ef55144b32322a8ae00d1d1ab525fb17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"doors\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c2\"\nGROUP BY \"doors\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"doors\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 13;\", \"columns\": [\"doors\", \"support\", \"focus_rate\"], \"rows\": [{\"doors\": \"4\", \"support\": 432, \"focus_rate\": 0.2361111111111111}, {\"doors\": \"5more\", \"support\": 432, \"focus_rate\": 0.2361111111111111}, {\"doors\": \"3\", \"support\": 432, \"focus_rate\": 0.22916666666666666}, {\"doors\": \"2\", \"support\": 432, \"focus_rate\": 0.1875}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc762ebde4f8755cd2c7c6dcb076060f11b6249c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:31:23.670155+00:00", + "ended_at": "2026-05-04T08:31:35.381315+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_af747e7c24a6243d", + "problem_id": "v2p_c2_46daeeef509f764d", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=doors, target_col=class.", + "bindings": { + "group_col": "doors", + "target_col": "class", + "target_value": "acc", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_af747e7c24a6243d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_af747e7c24a6243d", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 19840, + "output_tokens": 187, + "total_tokens": 21995, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1860, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11677.3, + "sql_execution_elapsed_ms_total": 1.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_af747e7c24a6243d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..918c83c7f604e03a04285ce37d3fbcf945b12d65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:35.370012+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11677.3, "started_at": "2026-05-04T08:31:23.672719+00:00", "ended_at": "2026-05-04T08:31:35.349078+00:00", "prompt_metrics": {"chars": 5991, "bytes_utf8": 5991, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 21808, "cached_input_tokens": 19840, "output_tokens": 187}, "stderr_preview": "2026-05-04T08:31:23.919007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:26.206525Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 13;\",\"notes\":\"Applied the requested Tail Target-Rate Extremes template with group_col=\\\"doors\\\", target_col=\\\"class\\\", target_value='acc', min_support=5, and top_k=13 using SQLite-compatible syntax.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4d3d5c3066c9209025d4e795daa73d14da6a6ecc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_af747e7c24a6243d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_af747e7c24a6243d", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 19840, + "output_tokens": 187, + "total_tokens": 21995, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1860, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11677.3, + "sql_execution_elapsed_ms_total": 1.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_af747e7c24a6243d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4314dbfaa5574d38800040ca2adb71a3c7388a6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5912, "bytes_utf8": 5912, "lines": 183, "estimated_tokens": 1670}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 21760, "cached_input_tokens": 20864, "output_tokens": 144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8fcb53df4b10442bf009c97fd98f1e48905d87ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_b41471b56dadc220", + "api_calls": 0, + "input_tokens": 21760, + "cached_input_tokens": 20864, + "output_tokens": 144, + "total_tokens": 21904, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1670, + "estimated_output_tokens": 128, + "estimated_total_tokens": 1798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12229.43, + "sql_execution_elapsed_ms_total": 1.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_b41471b56dadc220\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f6fe437ad1b27a20e1188cf24567727d701cc41d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:19:43.762390+00:00", + "ended_at": "2026-05-04T08:19:55.990845+00:00", + "elapsed_ms": 12229.43, + "prompt_metrics": { + "chars": 5912, + "bytes_utf8": 5912, + "lines": 183, + "estimated_tokens": 1670 + }, + "stdout_metrics": { + "chars": 829, + "bytes_utf8": 829, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13183 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 504, + "bytes_utf8": 504, + "lines": 1, + "estimated_tokens": 128 + }, + "usage": { + "input_tokens": 21760, + "cached_input_tokens": 20864, + "output_tokens": 144 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c78e1ab1c71bbe46887eadb354b1f22248d4bdb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=buying, condition_col=buying.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "buying", + "condition_col": "buying", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..985c00bfbfcf4a265f9a81d789b2dad5ec095edf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-6099-7770-8c40-eb234da2d443"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"buying\\\",\\n AVG(CASE WHEN \\\"buying\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template exactly with group_col=\\\"buying\\\", condition_col=\\\"buying\\\", and condition_value='low'. This measures the share of rows in each buying group where buying='low', which will be 1 for the low group and 0 for other buying groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21760,"cached_input_tokens":20864,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3688f799bdc4d781c846a0cf26f209999fdefefd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"buying\",\n AVG(CASE WHEN \"buying\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template exactly with group_col=\"buying\", condition_col=\"buying\", and condition_value='low'. This measures the share of rows in each buying group where buying='low', which will be 1 for the low group and 0 for other buying groups."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1abaab3877d2f06d56535208c0710e32b971d841 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:43.950792Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:46.292008Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:54.922573Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a75cd8c82f085864a128e9b86930c7ce33287194 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=buying, condition_col=buying. +Result preview: [{"buying": "low", "condition_rate": 1.0}, {"buying": "vhigh", "condition_rate": 0.0}, {"buying": "med", "condition_rate": 0.0}, {"buying": "high", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..77625f8175534cf27d30bf4565fea9ebd94bb271 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_b41471b56dadc220 +-- problem_id: v2p_c2_10b8e0457e1d7eb5 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", + AVG(CASE WHEN "buying" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "buying" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ceacd1509c09928644c037fc321335cd53b0acc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"buying\",\n AVG(CASE WHEN \"buying\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"buying\\\",\\n AVG(CASE WHEN \\\"buying\\\" = 'low' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"buying\", \"condition_rate\"], \"rows\": [{\"buying\": \"low\", \"condition_rate\": 1.0}, {\"buying\": \"vhigh\", \"condition_rate\": 0.0}, {\"buying\": \"med\", \"condition_rate\": 0.0}, {\"buying\": \"high\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9555475924ab78c22b6e0b66913c092b00f79bbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:19:43.760004+00:00", + "ended_at": "2026-05-04T08:19:56.016119+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_b41471b56dadc220", + "problem_id": "v2p_c2_10b8e0457e1d7eb5", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=buying, condition_col=buying.", + "bindings": { + "group_col": "buying", + "condition_col": "buying", + "condition_value": "low", + "positive_value": "high", + "negative_value": "low", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_b41471b56dadc220.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_b41471b56dadc220", + "api_calls": 0, + "input_tokens": 21760, + "cached_input_tokens": 20864, + "output_tokens": 144, + "total_tokens": 21904, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1670, + "estimated_output_tokens": 128, + "estimated_total_tokens": 1798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12229.43, + "sql_execution_elapsed_ms_total": 1.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_b41471b56dadc220\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d493c4c05e23105863725b52daa03f4b77fa5807 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b41471b56dadc220/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:56.008336+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12229.43, "started_at": "2026-05-04T08:19:43.762390+00:00", "ended_at": "2026-05-04T08:19:55.990845+00:00", "prompt_metrics": {"chars": 5912, "bytes_utf8": 5912, "lines": 183, "estimated_tokens": 1670}, "response_metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 21760, "cached_input_tokens": 20864, "output_tokens": 144}, "stderr_preview": "2026-05-04T08:19:43.950792Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:46.292008Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=class.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef243a26ac597f6f94c2efc2aa4b9bf1071fce43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df221-0b02-7421-9cbd-1195be43804c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"class\\\"\\nLIMIT 15;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=buying and group_col_2=class on single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21774,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac0598776b50825e4bd84d558d807c496191a4d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY support ASC, \"buying\", \"class\"\nLIMIT 15;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=buying and group_col_2=class on single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58ddf3b3b94f895fa98481f712a6326b999fc702 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:45.084086Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:47.506338Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:56.696302Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f13aa3ed286704c6d23da8c28ac0183d3c0c9fba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=class. +Result preview: [{"buying": "med", "class": "good", "support": 23}, {"buying": "med", "class": "vgood", "support": 26}, {"buying": "low", "class": "vgood", "support": 39}, {"buying": "low", "class": "good", "support": 46}, {"buying": "vhigh", "class": "acc", "support": 72}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa7796e8d2bb62e5bf7ac4f5a8f9d48212023615 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_b54b1062bc984fc3 +-- problem_id: v2p_c2_b119d2fec3758c4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "class" +ORDER BY support ASC, "buying", "class" +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f83c8e368a8fab8883cca0ef96516131f2f2acee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"buying\",\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"buying\", \"class\"\nORDER BY support ASC, \"buying\", \"class\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"buying\\\",\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"class\\\"\\nORDER BY support ASC, \\\"buying\\\", \\\"class\\\"\\nLIMIT 15;\", \"columns\": [\"buying\", \"class\", \"support\"], \"rows\": [{\"buying\": \"med\", \"class\": \"good\", \"support\": 23}, {\"buying\": \"med\", \"class\": \"vgood\", \"support\": 26}, {\"buying\": \"low\", \"class\": \"vgood\", \"support\": 39}, {\"buying\": \"low\", \"class\": \"good\", \"support\": 46}, {\"buying\": \"vhigh\", \"class\": \"acc\", \"support\": 72}, {\"buying\": \"low\", \"class\": \"acc\", \"support\": 89}, {\"buying\": \"high\", \"class\": \"acc\", \"support\": 108}, {\"buying\": \"med\", \"class\": \"acc\", \"support\": 115}, {\"buying\": \"low\", \"class\": \"unacc\", \"support\": 258}, {\"buying\": \"med\", \"class\": \"unacc\", \"support\": 268}, {\"buying\": \"high\", \"class\": \"unacc\", \"support\": 324}, {\"buying\": \"vhigh\", \"class\": \"unacc\", \"support\": 360}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b34f5e596954f37674305f93ec017980ee04c58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:35:44.858144+00:00", + "ended_at": "2026-05-04T08:35:57.371967+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_b54b1062bc984fc3", + "problem_id": "v2p_c2_b119d2fec3758c4e", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=buying, group_col_2=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "class", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_b54b1062bc984fc3.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_b54b1062bc984fc3", + "api_calls": 0, + "input_tokens": 21774, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 21894, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12483.59, + "sql_execution_elapsed_ms_total": 1.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_b54b1062bc984fc3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52a6b42a0b41a992d27c0ae2b3bb26f89fcbe6dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b54b1062bc984fc3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:57.362955+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12483.59, "started_at": "2026-05-04T08:35:44.860398+00:00", "ended_at": "2026-05-04T08:35:57.343323+00:00", "prompt_metrics": {"chars": 5827, "bytes_utf8": 5827, "lines": 180, "estimated_tokens": 1686}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21774, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T08:35:45.084086Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:47.506338Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "maint", + "entity_col": "maint", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1b69d08bc1968c1dfc738b021c385241d20d29e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-677d-7dc1-b2a4-68bdf5939905"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template and bindings exactly as specified: group_col=\\\"maint\\\", entity_col=\\\"maint\\\", top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":20864,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d048af75bc2fb5787754c9f2109ed99c2be0c6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Used the provided template and bindings exactly as specified: group_col=\"maint\", entity_col=\"maint\", top_k=10."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0893e0c82f9bdd2a297d74ff27eee6cb0e8c8db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:19.861043Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:22.320349Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:29.920779Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..59d92a7caf75d9e0e80c20194f4b7f0aa91536f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint. +Result preview: [{"maint": "vhigh", "distinct_entities": 1}, {"maint": "med", "distinct_entities": 1}, {"maint": "low", "distinct_entities": 1}, {"maint": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1ebd984843186fb0df04412a7fb20670d2b6b6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_b8d4c4c91b6e7459 +-- problem_id: v2p_c2_e409006d27378df5 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09182b2445b53eb2aa84aa2804db4f746c6bee4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"maint\", \"distinct_entities\"], \"rows\": [{\"maint\": \"vhigh\", \"distinct_entities\": 1}, {\"maint\": \"med\", \"distinct_entities\": 1}, {\"maint\": \"low\", \"distinct_entities\": 1}, {\"maint\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..24c2261bd77bf6fe8cbcb1e8465bac8397e0b86e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:38:19.635135+00:00", + "ended_at": "2026-05-04T08:38:30.807730+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_b8d4c4c91b6e7459", + "problem_id": "v2p_c2_e409006d27378df5", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "entity_col": "maint", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_b8d4c4c91b6e7459.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_b8d4c4c91b6e7459", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 21842, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 82, + "estimated_total_tokens": 1713, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11140.09, + "sql_execution_elapsed_ms_total": 2.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_b8d4c4c91b6e7459\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59f488a5b26d091a330c3337cf858ecaadbb3446 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_b8d4c4c91b6e7459/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:30.796035+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11140.09, "started_at": "2026-05-04T08:38:19.637342+00:00", "ended_at": "2026-05-04T08:38:30.777292+00:00", "prompt_metrics": {"chars": 5772, "bytes_utf8": 5772, "lines": 180, "estimated_tokens": 1631}, "response_metrics": {"chars": 328, "bytes_utf8": 328, "lines": 1, "estimated_tokens": 82}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:38:19.861043Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:22.320349Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "entity_col": "class", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..875f220a1623ff49670884b389e0bb850bce7a16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-c175-7472-8459-e423d2492a2f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided filtered top-k distinct coverage template with group_col=\\\"class\\\", entity_col=\\\"class\\\", and predicate persons = '4'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21772,"cached_input_tokens":20864,"output_tokens":167}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a8c6e0be16dac80c41b3a670a6a5f6a85e3b88f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 17;","notes":"Applied the provided filtered top-k distinct coverage template with group_col=\"class\", entity_col=\"class\", and predicate persons = '4'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61b69d3c32969f825db39f4c0b845b41f5247cbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:53.948457Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:56.327592Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:04.203749Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..40ff20dc6f5e7df42e9b284f012fff98af27bba3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class. +Result preview: [{"class": "vgood", "distinct_entities": 1}, {"class": "unacc", "distinct_entities": 1}, {"class": "good", "distinct_entities": 1}, {"class": "acc", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..50bd09f76da1f877fc7f95c7b1d98ed9e22714a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_bb0b006ff63ff528 +-- problem_id: v2p_c2_59439120446ed49a +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +WHERE "persons" = '4' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9ae6be9037b99e95c515432fbbf0e5d0b06dbe2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nWHERE \"persons\" = '4'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"persons\\\" = '4'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"vgood\", \"distinct_entities\": 1}, {\"class\": \"unacc\", \"distinct_entities\": 1}, {\"class\": \"good\", \"distinct_entities\": 1}, {\"class\": \"acc\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b474e8d91781d1c2deb24d3eccf3cf5b86ab2d33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:40:53.737633+00:00", + "ended_at": "2026-05-04T08:41:04.936456+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_bb0b006ff63ff528", + "problem_id": "v2p_c2_59439120446ed49a", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "persons", + "predicate_op": "=", + "predicate_value": "4", + "entity_col": "class", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_bb0b006ff63ff528.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_bb0b006ff63ff528", + "api_calls": 0, + "input_tokens": 21772, + "cached_input_tokens": 20864, + "output_tokens": 167, + "total_tokens": 21939, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1684, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1778, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11169.34, + "sql_execution_elapsed_ms_total": 1.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_bb0b006ff63ff528\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb9cb9e2e8ebc2ec2f2d4844405a135a6463865c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb0b006ff63ff528/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:04.926977+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11169.34, "started_at": "2026-05-04T08:40:53.739916+00:00", "ended_at": "2026-05-04T08:41:04.908581+00:00", "prompt_metrics": {"chars": 5983, "bytes_utf8": 5983, "lines": 184, "estimated_tokens": 1684}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21772, "cached_input_tokens": 20864, "output_tokens": 167}, "stderr_preview": "2026-05-04T08:40:53.948457Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:56.327592Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "doors", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "vgood", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..99d5acfb924c319cfc89d8657b058b4ffa3305c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-d3f0-7b82-9204-94ec195b77b8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"doors\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"doors\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col bound to \\\"doors\\\" and predicate_col bound to \\\"class\\\" = 'vgood'. SQLite-compatible, single-table, and identifier-quoted.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21741,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..992d1756bbc619b56ed9f9a9ddfc4e046ab0a30e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"doors\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"doors\"\nORDER BY support DESC\nLIMIT 16;","notes":"Uses the required Filtered Top-k Group Count template with group_col bound to \"doors\" and predicate_col bound to \"class\" = 'vgood'. SQLite-compatible, single-table, and identifier-quoted."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9e520d407cf42c0f030c4486ebdf146225e7f3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:24.556709Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:26.927080Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:34.236922Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..228071f82ebd2e7f96a5b852e2388c0806baa198 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors. +Result preview: [{"doors": "5more", "support": 20}, {"doors": "4", "support": 20}, {"doors": "3", "support": 15}, {"doors": "2", "support": 10}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e00dc28d74c72b3dbe3635bfa186feab6143eee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_bb46e3e32fd0eb42 +-- problem_id: v2p_c2_ed538f4000f67288 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(*) AS support +FROM "c2" +WHERE "class" = 'vgood' +GROUP BY "doors" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a49b30ada3150a471cb812893d60d26ea7a91d3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"doors\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"class\" = 'vgood'\nGROUP BY \"doors\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"doors\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'vgood'\\nGROUP BY \\\"doors\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"doors\", \"support\"], \"rows\": [{\"doors\": \"5more\", \"support\": 20}, {\"doors\": \"4\", \"support\": 20}, {\"doors\": \"3\", \"support\": 15}, {\"doors\": \"2\", \"support\": 10}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e0e32179618e41e5165cfa1e5820bd31cf6c46d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:22:24.364236+00:00", + "ended_at": "2026-05-04T08:22:34.926042+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_bb46e3e32fd0eb42", + "problem_id": "v2p_c2_ed538f4000f67288", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "vgood", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_bb46e3e32fd0eb42.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_bb46e3e32fd0eb42", + "api_calls": 0, + "input_tokens": 21741, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 21859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1653, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1755, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10526.96, + "sql_execution_elapsed_ms_total": 0.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_bb46e3e32fd0eb42\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6936a4025c7b91c2ca76431950bd269ed9996036 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bb46e3e32fd0eb42/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:34.909718+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10526.96, "started_at": "2026-05-04T08:22:24.366272+00:00", "ended_at": "2026-05-04T08:22:34.893431+00:00", "prompt_metrics": {"chars": 5846, "bytes_utf8": 5846, "lines": 182, "estimated_tokens": 1653}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21741, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:22:24.556709Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:26.927080Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=doors.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "good", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..039ce486ceb890a458e9329daa4b3f20996b1a0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-4d10-7633-b3bb-d693b98f8524"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"maint\\\", \\\"doors\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'good'\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with group_col=\\\"maint\\\", group_col_2=\\\"doors\\\", and predicate \\\"class\\\" = 'good'. Uses only the provided single table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21786,"cached_input_tokens":19840,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b73adc1b4aae930b80a9f520ec9d992f5399bd52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"maint\", \"doors\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nWHERE \"class\" = 'good'\nGROUP BY \"maint\", \"doors\"\nORDER BY \"row_count\" DESC;","notes":"Applied the planned filtered two-dimensional group count template with group_col=\"maint\", group_col_2=\"doors\", and predicate \"class\" = 'good'. Uses only the provided single table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92ad697a58fb8ade0ccae5578eba45dc357439de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:49.128168Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:51.521023Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:59.552415Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..740321961f5db12ba0e64967a776da9aeed5d360 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=doors. +Result preview: [{"maint": "low", "doors": "3", "row_count": 12}, {"maint": "low", "doors": "4", "row_count": 12}, {"maint": "low", "doors": "5more", "row_count": 12}, {"maint": "low", "doors": "2", "row_count": 10}, {"maint": "med", "doors": "3", "row_count": 6}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f654390a7fd57de43034f5aa2452bc61d2ddba13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_bd47dea7e1998533 +-- problem_id: v2p_c2_f866a0e71fd38783 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "doors", COUNT(*) AS "row_count" +FROM "c2" +WHERE "class" = 'good' +GROUP BY "maint", "doors" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0dab4da5db65f80f2bef75e288b9de4228ef05a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"maint\", \"doors\", COUNT(*) AS \"row_count\"\nFROM \"c2\"\nWHERE \"class\" = 'good'\nGROUP BY \"maint\", \"doors\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"maint\\\", \\\"doors\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c2\\\"\\nWHERE \\\"class\\\" = 'good'\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"maint\", \"doors\", \"row_count\"], \"rows\": [{\"maint\": \"low\", \"doors\": \"3\", \"row_count\": 12}, {\"maint\": \"low\", \"doors\": \"4\", \"row_count\": 12}, {\"maint\": \"low\", \"doors\": \"5more\", \"row_count\": 12}, {\"maint\": \"low\", \"doors\": \"2\", \"row_count\": 10}, {\"maint\": \"med\", \"doors\": \"3\", \"row_count\": 6}, {\"maint\": \"med\", \"doors\": \"4\", \"row_count\": 6}, {\"maint\": \"med\", \"doors\": \"5more\", \"row_count\": 6}, {\"maint\": \"med\", \"doors\": \"2\", \"row_count\": 5}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..08dfeb27aa6700ba898a609acab92f94b40b6e58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:09:48.936449+00:00", + "ended_at": "2026-05-04T08:10:00.909404+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_bd47dea7e1998533", + "problem_id": "v2p_c2_f866a0e71fd38783", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=doors.", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "good", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_bd47dea7e1998533.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_bd47dea7e1998533", + "api_calls": 0, + "input_tokens": 21786, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 21912, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1696, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1806, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11926.56, + "sql_execution_elapsed_ms_total": 1.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_bd47dea7e1998533\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b5b388fcd77c7181487cf37a2b7427fbc5abaf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bd47dea7e1998533/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:00.890990+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11926.56, "started_at": "2026-05-04T08:09:48.938737+00:00", "ended_at": "2026-05-04T08:10:00.865139+00:00", "prompt_metrics": {"chars": 5963, "bytes_utf8": 5963, "lines": 184, "estimated_tokens": 1696}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21786, "cached_input_tokens": 19840, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:09:49.128168Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:51.521023Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=doors.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "doors", + "entity_col": "doors", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1481035bd4f10d842b6ebf2f9c651591f119d8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-c7fe-7633-bcb1-edd1a934082a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"doors\\\", COUNT(DISTINCT \\\"doors\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with bound roles group_col=\\\"doors\\\" and entity_col=\\\"doors\\\" on the single table \\\"c2\\\". Because the grouped column and distinct-count column are the same, each group will have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":20864,"output_tokens":150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0456db052f6ae0732a4a682d0ddfdb64a573a24f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"doors\", COUNT(DISTINCT \"doors\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Used the required template with bound roles group_col=\"doors\" and entity_col=\"doors\" on the single table \"c2\". Because the grouped column and distinct-count column are the same, each group will have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..342af5a4c075053cb837cc5b3dd9b948f763a9fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:44.539579Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:47.153453Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:54.734977Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3963f2c993fc747080df904edcd58e52e7690c89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=doors. +Result preview: [{"doors": "5more", "distinct_entities": 1}, {"doors": "4", "distinct_entities": 1}, {"doors": "3", "distinct_entities": 1}, {"doors": "2", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a02cfbf9d8e1827489ff8aded3c80656f8bb7f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_bec8b1a774d21761 +-- problem_id: v2p_c2_70f6af2c676a3dbf +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(DISTINCT "doors") AS distinct_entities +FROM "c2" +GROUP BY "doors" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e031fadfdbddc4ea43803dcad51f9966e91a2fbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"doors\", COUNT(DISTINCT \"doors\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"doors\\\", COUNT(DISTINCT \\\"doors\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"doors\", \"distinct_entities\"], \"rows\": [{\"doors\": \"5more\", \"distinct_entities\": 1}, {\"doors\": \"4\", \"distinct_entities\": 1}, {\"doors\": \"3\", \"distinct_entities\": 1}, {\"doors\": \"2\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2da5354d7e71ac83583eba32a44d09059d1d992 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:38:44.343552+00:00", + "ended_at": "2026-05-04T08:38:55.569079+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_bec8b1a774d21761", + "problem_id": "v2p_c2_70f6af2c676a3dbf", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=doors.", + "bindings": { + "group_col": "doors", + "entity_col": "doors", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=121" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_bec8b1a774d21761.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_bec8b1a774d21761", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 150, + "total_tokens": 21869, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11198.47, + "sql_execution_elapsed_ms_total": 1.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_bec8b1a774d21761\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..533813344feec84ee7635351570c732d8311294a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bec8b1a774d21761/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:55.561325+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11198.47, "started_at": "2026-05-04T08:38:44.345902+00:00", "ended_at": "2026-05-04T08:38:55.544299+00:00", "prompt_metrics": {"chars": 5771, "bytes_utf8": 5771, "lines": 180, "estimated_tokens": 1631}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 150}, "stderr_preview": "2026-05-04T08:38:44.539579Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:47.153453Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=doors, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "target_col": "class", + "target_value": "vgood", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..97057a41967edd849f0f1eedd1e078b19e0224cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-8d46-77e3-b13c-424e8b0fd38b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"doors\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"maint\\\", group_col_2=\\\"doors\\\", and target_col=\\\"class\\\", targeting the 'vgood' class rate per group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":19840,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec77dc7c64cd55edbd7f6b38698c45f9f2b2aa05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"doors\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"doors\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"maint\", group_col_2=\"doors\", and target_col=\"class\", targeting the 'vgood' class rate per group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d866fb269131b982547c16f6162a121b8a480e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:27.713349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:30.102812Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:37.292664Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..648191089a26206a505e8626005c9a010807f221 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=doors, target_col=class. +Result preview: [{"maint": "low", "doors": "4", "target_rate": 0.07407407407407407}, {"maint": "low", "doors": "5more", "target_rate": 0.07407407407407407}, {"maint": "med", "doors": "4", "target_rate": 0.07407407407407407}, {"maint": "med", "doors": "5more", "target_rate": 0.07407407407407407}, {"maint": "low", "doors": "3", "target_rate": 0.05555555555555555}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e688da4a778d927770383d0f1525d86fa937d705 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_bee4aad10aa86e48 +-- problem_id: v2p_c2_e851df8179d9fc51 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "doors", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "doors" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ca990b4e2219a7f8650add8f9faa73f4f3249a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"doors\",\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"doors\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"doors\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"doors\", \"target_rate\"], \"rows\": [{\"maint\": \"low\", \"doors\": \"4\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"low\", \"doors\": \"5more\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"med\", \"doors\": \"4\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"med\", \"doors\": \"5more\", \"target_rate\": 0.07407407407407407}, {\"maint\": \"low\", \"doors\": \"3\", \"target_rate\": 0.05555555555555555}, {\"maint\": \"med\", \"doors\": \"3\", \"target_rate\": 0.05555555555555555}, {\"maint\": \"high\", \"doors\": \"4\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"high\", \"doors\": \"5more\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"low\", \"doors\": \"2\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"med\", \"doors\": \"2\", \"target_rate\": 0.037037037037037035}, {\"maint\": \"high\", \"doors\": \"3\", \"target_rate\": 0.027777777777777776}, {\"maint\": \"high\", \"doors\": \"2\", \"target_rate\": 0.018518518518518517}, {\"maint\": \"vhigh\", \"doors\": \"2\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"doors\": \"3\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"doors\": \"4\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"doors\": \"5more\", \"target_rate\": 0.0}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9683613cfb6a675b40eed179c3f7fb75d856177b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:14:27.516012+00:00", + "ended_at": "2026-05-04T08:14:38.274470+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_bee4aad10aa86e48", + "problem_id": "v2p_c2_e851df8179d9fc51", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=doors, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "target_col": "class", + "target_value": "vgood", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_bee4aad10aa86e48.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_bee4aad10aa86e48", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 19840, + "output_tokens": 117, + "total_tokens": 21914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1820, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10729.47, + "sql_execution_elapsed_ms_total": 2.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_bee4aad10aa86e48\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c0c88c0ab02960e11bf9189890e9c0dc135f850 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_bee4aad10aa86e48/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:38.263324+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10729.47, "started_at": "2026-05-04T08:14:27.517971+00:00", "ended_at": "2026-05-04T08:14:38.247845+00:00", "prompt_metrics": {"chars": 5953, "bytes_utf8": 5953, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21797, "cached_input_tokens": 19840, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:14:27.713349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:30.102812Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=maint, condition_col=maint.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ebb52d6d14ad4a236673b1cb89c4472266cdcb0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-acd7-7ad1-ba03-46363e1a6948"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"maint\\\",\\n SUM(CASE WHEN \\\"maint\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"maint\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"maint\\\"\\n)\\nSELECT \\\"maint\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the required template with group_col and condition_col both bound to \\\"maint\\\", positive_value='high', and negative_value='low'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":19840,"output_tokens":188}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a521c65b82497a5e039bbeaf46ef7983c8114071 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"maint\",\n SUM(CASE WHEN \"maint\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"maint\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"maint\"\n)\nSELECT \"maint\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the required template with group_col and condition_col both bound to \"maint\", positive_value='high', and negative_value='low'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d991716e060f5bdb5e53e277839637dbc6ac5ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:19.196462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:21.651392Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:30.065611Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a32bf81a082f72059a4bd4071ae8dce75a16ac0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=maint, condition_col=maint. +Result preview: [{"maint": "low", "condition_ratio": 0.0}, {"maint": "high", "condition_ratio": null}, {"maint": "med", "condition_ratio": null}, {"maint": "vhigh", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..740b95b5c33257a16e97f7e62d807ccb30e8e20e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_c388ca5c42f399ea +-- problem_id: v2p_c2_6b907ddd2f3f07a3 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "maint", + SUM(CASE WHEN "maint" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "maint" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "maint" +) +SELECT "maint", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f03d51234af6968f5f875d21afbc18f2ede1f51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"maint\",\n SUM(CASE WHEN \"maint\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"maint\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"maint\"\n)\nSELECT \"maint\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"maint\\\",\\n SUM(CASE WHEN \\\"maint\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"maint\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"maint\\\"\\n)\\nSELECT \\\"maint\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"maint\", \"condition_ratio\"], \"rows\": [{\"maint\": \"low\", \"condition_ratio\": 0.0}, {\"maint\": \"high\", \"condition_ratio\": null}, {\"maint\": \"med\", \"condition_ratio\": null}, {\"maint\": \"vhigh\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9c95d356cf2762a467de895c9780994b1ef31a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:11:18.999739+00:00", + "ended_at": "2026-05-04T08:11:31.273405+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_c388ca5c42f399ea", + "problem_id": "v2p_c2_6b907ddd2f3f07a3", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=maint, condition_col=maint.", + "bindings": { + "group_col": "maint", + "condition_col": "maint", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_c388ca5c42f399ea.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_c388ca5c42f399ea", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 19840, + "output_tokens": 188, + "total_tokens": 22092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1814, + "estimated_output_tokens": 172, + "estimated_total_tokens": 1986, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12243.11, + "sql_execution_elapsed_ms_total": 2.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_c388ca5c42f399ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9883814fbdc56aa8b02f15c19d972ed5cccbfa3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c388ca5c42f399ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:31.263134+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12243.11, "started_at": "2026-05-04T08:11:19.002727+00:00", "ended_at": "2026-05-04T08:11:31.244110+00:00", "prompt_metrics": {"chars": 6467, "bytes_utf8": 6467, "lines": 183, "estimated_tokens": 1814}, "response_metrics": {"chars": 677, "bytes_utf8": 677, "lines": 1, "estimated_tokens": 172}, "usage": {"input_tokens": 21904, "cached_input_tokens": 19840, "output_tokens": 188}, "stderr_preview": "2026-05-04T08:11:19.196462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:21.651392Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=safety, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "target_col": "class", + "target_value": "good", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1436110b762a34c36a9d80023b28ccebbc6fbb85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-8f85-73b0-a8ca-45bd9807772f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"maint\\\", group_col_2=\\\"safety\\\", target_col=\\\"class\\\", and target_value='good'. Uses SQLite-compatible AVG over a CASE expression to compute the rate of rows labeled 'good' for each maint/safety combination.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21796,"cached_input_tokens":20864,"output_tokens":150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f5a2cda67bd63a4a1554bf9c9993c423aebacf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"safety\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY target_rate DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"maint\", group_col_2=\"safety\", target_col=\"class\", and target_value='good'. Uses SQLite-compatible AVG over a CASE expression to compute the rate of rows labeled 'good' for each maint/safety combination."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ccba94a6046b1e278bab9c2d97b6009200280b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:33.824582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:36.093968Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:44.265995Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4841060193ee786609fc0a6cadd989a5e5c01c27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=safety, target_col=class. +Result preview: [{"maint": "low", "safety": "med", "target_rate": 0.18055555555555555}, {"maint": "low", "safety": "high", "target_rate": 0.1388888888888889}, {"maint": "med", "safety": "med", "target_rate": 0.09027777777777778}, {"maint": "med", "safety": "high", "target_rate": 0.06944444444444445}, {"maint": "high", "safety": "high", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..36f8b9e8ae6eb273d6e4a49336c7eb22ace2719e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_c462d8956b0548ef +-- problem_id: v2p_c2_da6eeb706ca44aa0 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "safety", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..822fe678dd51ee4c6c52f213962a266d641c3af2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"safety\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"safety\", \"target_rate\"], \"rows\": [{\"maint\": \"low\", \"safety\": \"med\", \"target_rate\": 0.18055555555555555}, {\"maint\": \"low\", \"safety\": \"high\", \"target_rate\": 0.1388888888888889}, {\"maint\": \"med\", \"safety\": \"med\", \"target_rate\": 0.09027777777777778}, {\"maint\": \"med\", \"safety\": \"high\", \"target_rate\": 0.06944444444444445}, {\"maint\": \"high\", \"safety\": \"high\", \"target_rate\": 0.0}, {\"maint\": \"high\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"high\", \"safety\": \"med\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"safety\": \"high\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"safety\": \"med\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..afcf1c8c01ece7ada78f34bc7f3d8ca5f77380dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:15:33.638422+00:00", + "ended_at": "2026-05-04T08:15:44.867283+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_c462d8956b0548ef", + "problem_id": "v2p_c2_da6eeb706ca44aa0", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=safety, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "target_col": "class", + "target_value": "good", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_c462d8956b0548ef.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_c462d8956b0548ef", + "api_calls": 0, + "input_tokens": 21796, + "cached_input_tokens": 20864, + "output_tokens": 150, + "total_tokens": 21946, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1706, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1840, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11199.81, + "sql_execution_elapsed_ms_total": 1.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_c462d8956b0548ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f2d3ab85b8723d24928bdb50fd40d71ea17c4a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c462d8956b0548ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:44.857937+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11199.81, "started_at": "2026-05-04T08:15:33.640819+00:00", "ended_at": "2026-05-04T08:15:44.840486+00:00", "prompt_metrics": {"chars": 5957, "bytes_utf8": 5957, "lines": 183, "estimated_tokens": 1706}, "response_metrics": {"chars": 524, "bytes_utf8": 524, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 21796, "cached_input_tokens": 20864, "output_tokens": 150}, "stderr_preview": "2026-05-04T08:15:33.824582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:36.093968Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=persons.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "vhigh", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd61152340129a84f0060b7c235b7d14448fa795 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-7be9-7a10-b0c4-e8471e4a2f77"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"maint\\\", \\\"persons\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'vhigh'\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required Filtered Two-Dimensional Group Count template with group_col=\\\"maint\\\", group_col_2=\\\"persons\\\", and predicate buying='vhigh'. SQLite-compatible, single-table SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21788,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cff5ae99c7d62469d6093370eee71a31cf2b9b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"maint\", \"persons\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"buying\" = 'vhigh'\nGROUP BY \"maint\", \"persons\"\nORDER BY row_count DESC;","notes":"Used the required Filtered Two-Dimensional Group Count template with group_col=\"maint\", group_col_2=\"persons\", and predicate buying='vhigh'. SQLite-compatible, single-table SELECT only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3a10bff77a1d0b9d743576e1bcb6150d854a066 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:01.121059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:03.758089Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:11.063112Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a728122cc9d8b04a3bdc62886d36060f659fa182 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=persons. +Result preview: [{"maint": "high", "persons": "2", "row_count": 36}, {"maint": "high", "persons": "4", "row_count": 36}, {"maint": "high", "persons": "more", "row_count": 36}, {"maint": "low", "persons": "2", "row_count": 36}, {"maint": "low", "persons": "4", "row_count": 36}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a20c9c9592dc327ab5d4c27672d12b27b7f6b04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_c6db9ed3c2a8762d +-- problem_id: v2p_c2_04894f0a5c2279a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "persons", COUNT(*) AS row_count +FROM "c2" +WHERE "buying" = 'vhigh' +GROUP BY "maint", "persons" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e7308a0813ac27ed30ac25237106e398fe02bd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"maint\", \"persons\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"buying\" = 'vhigh'\nGROUP BY \"maint\", \"persons\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"maint\\\", \\\"persons\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"buying\\\" = 'vhigh'\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"maint\", \"persons\", \"row_count\"], \"rows\": [{\"maint\": \"high\", \"persons\": \"2\", \"row_count\": 36}, {\"maint\": \"high\", \"persons\": \"4\", \"row_count\": 36}, {\"maint\": \"high\", \"persons\": \"more\", \"row_count\": 36}, {\"maint\": \"low\", \"persons\": \"2\", \"row_count\": 36}, {\"maint\": \"low\", \"persons\": \"4\", \"row_count\": 36}, {\"maint\": \"low\", \"persons\": \"more\", \"row_count\": 36}, {\"maint\": \"med\", \"persons\": \"2\", \"row_count\": 36}, {\"maint\": \"med\", \"persons\": \"4\", \"row_count\": 36}, {\"maint\": \"med\", \"persons\": \"more\", \"row_count\": 36}, {\"maint\": \"vhigh\", \"persons\": \"2\", \"row_count\": 36}, {\"maint\": \"vhigh\", \"persons\": \"4\", \"row_count\": 36}, {\"maint\": \"vhigh\", \"persons\": \"more\", \"row_count\": 36}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..450dc1614d47253eaaed1c225bf241eee64b9488 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:10:00.914669+00:00", + "ended_at": "2026-05-04T08:10:11.910055+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_c6db9ed3c2a8762d", + "problem_id": "v2p_c2_04894f0a5c2279a6", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=persons.", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "predicate_col": "buying", + "predicate_op": "=", + "predicate_value": "vhigh", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=7" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_c6db9ed3c2a8762d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_c6db9ed3c2a8762d", + "api_calls": 0, + "input_tokens": 21788, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 21909, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1698, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10964.93, + "sql_execution_elapsed_ms_total": 1.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_c6db9ed3c2a8762d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41adfb934423eec6bebf531466a55b406650c1e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_c6db9ed3c2a8762d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:11.900713+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10964.93, "started_at": "2026-05-04T08:10:00.919570+00:00", "ended_at": "2026-05-04T08:10:11.884269+00:00", "prompt_metrics": {"chars": 5968, "bytes_utf8": 5968, "lines": 184, "estimated_tokens": 1698}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21788, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:10:01.121059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:03.758089Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=lug_boot.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "lug_boot", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6470342b614b8f54708bdc217f58f011c89c93f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-9b99-7652-b3fc-50f689406604"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"lug_boot\\\"\\nLIMIT 12;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"lug_boot\\\" on the single table \\\"c2\\\", using SQLite-compatible syntax and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21708,"cached_input_tokens":20864,"output_tokens":111}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df7dc022a1ad604ee94de7cceaac1467527d151a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY support ASC, \"lug_boot\"\nLIMIT 12;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"lug_boot\" on the single table \"c2\", using SQLite-compatible syntax and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cffe7bd449d4afdc4882d2b48b9762105162d6ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:11.016694Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:13.521188Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:20.678343Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e4cbcce04b916cce83bebbbe3b7c66702a8008e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=lug_boot. +Result preview: [{"lug_boot": "big", "support": 576}, {"lug_boot": "med", "support": 576}, {"lug_boot": "small", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..44d6a9933a0e184d3b4694f12bac59a56a02ac71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_cd3cf469ab1e3cfa +-- problem_id: v2p_c2_771903094310f45b +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "lug_boot" +ORDER BY support ASC, "lug_boot" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96fd82e1cb19b8ae1f959d4b19e7a39a5bb6ee15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY support ASC, \"lug_boot\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY support ASC, \\\"lug_boot\\\"\\nLIMIT 12;\", \"columns\": [\"lug_boot\", \"support\"], \"rows\": [{\"lug_boot\": \"big\", \"support\": 576}, {\"lug_boot\": \"med\", \"support\": 576}, {\"lug_boot\": \"small\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f28a6f30d7cca849b7b01534bb30725419ce8252 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:34:10.835871+00:00", + "ended_at": "2026-05-04T08:34:21.595843+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_cd3cf469ab1e3cfa", + "problem_id": "v2p_c2_771903094310f45b", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_cd3cf469ab1e3cfa.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_cd3cf469ab1e3cfa", + "api_calls": 0, + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21819, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1620, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1715, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10729.45, + "sql_execution_elapsed_ms_total": 1.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_cd3cf469ab1e3cfa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f644accf8223d9b4a24676fb70b7318b2509dbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cd3cf469ab1e3cfa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:21.585406+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10729.45, "started_at": "2026-05-04T08:34:10.837957+00:00", "ended_at": "2026-05-04T08:34:21.567649+00:00", "prompt_metrics": {"chars": 5655, "bytes_utf8": 5655, "lines": 178, "estimated_tokens": 1620}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21708, "cached_input_tokens": 20864, "output_tokens": 111}, "stderr_preview": "2026-05-04T08:34:11.016694Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:13.521188Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=safety, condition_col=safety.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56608f8141df6932733d04b46190dcab9035d66e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-e3e9-77a0-a814-fe0762e81e60"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"safety\\\",\\n SUM(CASE WHEN \\\"safety\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"safety\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"safety\\\"\\n)\\nSELECT \\\"safety\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the planned template exactly with group_col=\\\"safety\\\" and condition_col=\\\"safety\\\" on single table \\\"c2\\\". Because grouping and condition use the same column, groups 'high' and 'low' produce self-referential counts, while 'med' has a zero denominator and returns NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21906,"cached_input_tokens":2432,"output_tokens":216}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f46e976d25519d28e735071d5298ea0c9b5863e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"safety\",\n SUM(CASE WHEN \"safety\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"safety\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"safety\"\n)\nSELECT \"safety\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the planned template exactly with group_col=\"safety\" and condition_col=\"safety\" on single table \"c2\". Because grouping and condition use the same column, groups 'high' and 'low' produce self-referential counts, while 'med' has a zero denominator and returns NULL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b98a66241294ff5af52ff16580ce453dc465a90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:27.746582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:30.151048Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:44.846455Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26f1cede363f7c0e9b195c844ee88e33c603069e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=safety, condition_col=safety. +Result preview: [{"safety": "low", "condition_ratio": 0.0}, {"safety": "high", "condition_ratio": null}, {"safety": "med", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5745393a65a988785bdfbb825a3427d0029bf361 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_cf416ea5195084a1 +-- problem_id: v2p_c2_d4c1ce2938b840b5 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "safety", + SUM(CASE WHEN "safety" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "safety" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "safety" +) +SELECT "safety", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f8c02390ba33e65b4c58f07e0f22a24c85c2265 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"safety\",\n SUM(CASE WHEN \"safety\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"safety\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"safety\"\n)\nSELECT \"safety\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"safety\\\",\\n SUM(CASE WHEN \\\"safety\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"safety\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"safety\\\"\\n)\\nSELECT \\\"safety\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"safety\", \"condition_ratio\"], \"rows\": [{\"safety\": \"low\", \"condition_ratio\": 0.0}, {\"safety\": \"high\", \"condition_ratio\": null}, {\"safety\": \"med\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ffe8f56fd8df5f0b80920601724008735cefdb0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:10:27.561291+00:00", + "ended_at": "2026-05-04T08:10:45.696192+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_cf416ea5195084a1", + "problem_id": "v2p_c2_d4c1ce2938b840b5", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=safety, condition_col=safety.", + "bindings": { + "group_col": "safety", + "condition_col": "safety", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_cf416ea5195084a1.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_cf416ea5195084a1", + "api_calls": 0, + "input_tokens": 21906, + "cached_input_tokens": 2432, + "output_tokens": 216, + "total_tokens": 22122, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1816, + "estimated_output_tokens": 200, + "estimated_total_tokens": 2016, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18106.19, + "sql_execution_elapsed_ms_total": 1.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_cf416ea5195084a1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc78f1a1db79e1cd444df2a282bf686d649d6203 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf416ea5195084a1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:45.685926+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18106.19, "started_at": "2026-05-04T08:10:27.563510+00:00", "ended_at": "2026-05-04T08:10:45.669254+00:00", "prompt_metrics": {"chars": 6472, "bytes_utf8": 6472, "lines": 183, "estimated_tokens": 1816}, "response_metrics": {"chars": 757, "bytes_utf8": 757, "lines": 1, "estimated_tokens": 200}, "usage": {"input_tokens": 21906, "cached_input_tokens": 2432, "output_tokens": 216}, "stderr_preview": "2026-05-04T08:10:27.746582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:30.151048Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=doors.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4a1b08930ef18e99ad6e68187e7004dbea05f1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df221-3bde-7920-8f89-6adab6ec9cc2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"doors\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"doors\\\"\\nLIMIT 11;\",\"notes\":\"Uses the required Pairwise Sparse Slice Count template with group_col bound to maint and group_col_2 bound to doors on the single table c2.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21771,"cached_input_tokens":20864,"output_tokens":115}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2e0fa9dadc366aa18504e6b883eb81bb87164d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"doors\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"doors\"\nORDER BY support ASC, \"maint\", \"doors\"\nLIMIT 11;","notes":"Uses the required Pairwise Sparse Slice Count template with group_col bound to maint and group_col_2 bound to doors on the single table c2."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f2265020eaedf3aa7c1a7758ae3a31201ce33e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:57.625037Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:36:00.114318Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:36:07.239961Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..56a95dd5305602a8dbbefc68462548b44889ed37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=doors. +Result preview: [{"maint": "high", "doors": "2", "support": 108}, {"maint": "high", "doors": "3", "support": 108}, {"maint": "high", "doors": "4", "support": 108}, {"maint": "high", "doors": "5more", "support": 108}, {"maint": "low", "doors": "2", "support": 108}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1596ddd5d7b6f1b95019e9fb7996467dde399ba3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_cf81438cb1061695 +-- problem_id: v2p_c2_2456f865de6a4e16 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "doors", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "doors" +ORDER BY support ASC, "maint", "doors" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db90f1b305821269ce7fc17653888e4da14d1d34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"doors\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"doors\"\nORDER BY support ASC, \"maint\", \"doors\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"doors\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"doors\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"doors\\\"\\nLIMIT 11;\", \"columns\": [\"maint\", \"doors\", \"support\"], \"rows\": [{\"maint\": \"high\", \"doors\": \"2\", \"support\": 108}, {\"maint\": \"high\", \"doors\": \"3\", \"support\": 108}, {\"maint\": \"high\", \"doors\": \"4\", \"support\": 108}, {\"maint\": \"high\", \"doors\": \"5more\", \"support\": 108}, {\"maint\": \"low\", \"doors\": \"2\", \"support\": 108}, {\"maint\": \"low\", \"doors\": \"3\", \"support\": 108}, {\"maint\": \"low\", \"doors\": \"4\", \"support\": 108}, {\"maint\": \"low\", \"doors\": \"5more\", \"support\": 108}, {\"maint\": \"med\", \"doors\": \"2\", \"support\": 108}, {\"maint\": \"med\", \"doors\": \"3\", \"support\": 108}, {\"maint\": \"med\", \"doors\": \"4\", \"support\": 108}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c290500c6a5402ecec2cf6cc8b18c8037832deb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:35:57.374781+00:00", + "ended_at": "2026-05-04T08:36:08.097426+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_cf81438cb1061695", + "problem_id": "v2p_c2_2456f865de6a4e16", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=doors.", + "bindings": { + "group_col": "maint", + "group_col_2": "doors", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_cf81438cb1061695.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_cf81438cb1061695", + "api_calls": 0, + "input_tokens": 21771, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 21886, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1683, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1782, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10684.07, + "sql_execution_elapsed_ms_total": 2.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_cf81438cb1061695\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0967db7b41d368a14736ce2bac01a2b39a54be24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_cf81438cb1061695/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:36:08.080160+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10684.07, "started_at": "2026-05-04T08:35:57.376452+00:00", "ended_at": "2026-05-04T08:36:08.060566+00:00", "prompt_metrics": {"chars": 5823, "bytes_utf8": 5823, "lines": 180, "estimated_tokens": 1683}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21771, "cached_input_tokens": 20864, "output_tokens": 115}, "stderr_preview": "2026-05-04T08:35:57.625037Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:36:00.114318Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=maint, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "acc", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f26ddc32e08b1e0a9b07e06a1902113bf3b8da14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-350f-76c1-9aca-ac7ea23793a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='acc', min_support=4, and top_k=15. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21808,"cached_input_tokens":19840,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2305d6490c24a5b311eb724d509d815ef9748899 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"maint\", target_col=\"class\", target_value='acc', min_support=4, and top_k=15. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07ed43fdc2840ba0a1a9d62043c121a3bb347229 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:17.124779Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:19.635053Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:27.401229Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..82cd94949bf80daa0d429f610f3243a56c20cd22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=maint, target_col=class. +Result preview: [{"maint": "med", "support": 432, "focus_rate": 0.2662037037037037}, {"maint": "high", "support": 432, "focus_rate": 0.24305555555555555}, {"maint": "low", "support": 432, "focus_rate": 0.21296296296296297}, {"maint": "vhigh", "support": 432, "focus_rate": 0.16666666666666666}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2525b2fcc10481fec0346aaf0b5a37f8d6a2caca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_d0467bdbc852e63f +-- problem_id: v2p_c2_8a7dd5df766b58d4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57b0e3852cd96517bfbef9c27690ced6da220bcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"maint\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"maint\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"maint\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"maint\", \"support\", \"focus_rate\"], \"rows\": [{\"maint\": \"med\", \"support\": 432, \"focus_rate\": 0.2662037037037037}, {\"maint\": \"high\", \"support\": 432, \"focus_rate\": 0.24305555555555555}, {\"maint\": \"low\", \"support\": 432, \"focus_rate\": 0.21296296296296297}, {\"maint\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.16666666666666666}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d609ac248a1fb91c4269ad7090d61551e09cc574 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:28:16.884326+00:00", + "ended_at": "2026-05-04T08:28:28.237971+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d0467bdbc852e63f", + "problem_id": "v2p_c2_8a7dd5df766b58d4", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=maint, target_col=class.", + "bindings": { + "group_col": "maint", + "target_col": "class", + "target_value": "acc", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_d0467bdbc852e63f.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d0467bdbc852e63f", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 21966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11325.01, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d0467bdbc852e63f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22e44522b9d995b7b0cf5aaeeae2fa7e6343f385 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:28.229055+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11325.01, "started_at": "2026-05-04T08:28:16.886598+00:00", "ended_at": "2026-05-04T08:28:28.211969+00:00", "prompt_metrics": {"chars": 5995, "bytes_utf8": 5995, "lines": 181, "estimated_tokens": 1720}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 21808, "cached_input_tokens": 19840, "output_tokens": 158}, "stderr_preview": "2026-05-04T08:28:17.124779Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:19.635053Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"maint\\\", target_col=\\\"class\\\", target_value='acc', min_support=4, and top_k=15. Identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cf7c7cbeed39b8fc0bf9f3a6a134cb3fc2b31ea0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d0467bdbc852e63f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d0467bdbc852e63f", + "api_calls": 0, + "input_tokens": 21808, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 21966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11325.01, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d0467bdbc852e63f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..895569126d2e9c1a5d3c834984eeb45a2a432a24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5776, "bytes_utf8": 5776, "lines": 180, "estimated_tokens": 1633}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21721, "cached_input_tokens": 20864, "output_tokens": 150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f2230a6526fadbe95a63102c3bb31f8623d9521 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d1c6b9054a1eb935", + "api_calls": 0, + "input_tokens": 21721, + "cached_input_tokens": 20864, + "output_tokens": 150, + "total_tokens": 21871, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1633, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1733, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11390.73, + "sql_execution_elapsed_ms_total": 1.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d1c6b9054a1eb935\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c358aad8e25297654c5f5319725915492d2f8555 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:39:51.887254+00:00", + "ended_at": "2026-05-04T08:40:03.278107+00:00", + "elapsed_ms": 11390.73, + "prompt_metrics": { + "chars": 5776, + "bytes_utf8": 5776, + "lines": 180, + "estimated_tokens": 1633 + }, + "stdout_metrics": { + "chars": 718, + "bytes_utf8": 718, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13234 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 393, + "bytes_utf8": 393, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 21721, + "cached_input_tokens": 20864, + "output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3ab744837e0aa8f91f706350eacf8412b0e1881 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "safety", + "entity_col": "safety", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..83b07a00f1e314f7594c1d03bc663954f2bf97cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-cfd6-7e02-b83c-56b813e4b350"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\",\"notes\":\"Used the required template and bindings exactly as provided. Because both group_col and entity_col are bound to \\\"safety\\\", each group will have COUNT(DISTINCT \\\"safety\\\") = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21721,"cached_input_tokens":20864,"output_tokens":150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89f145ef407c607bfe8af6c0239a0fd83ca042cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 19;","notes":"Used the required template and bindings exactly as provided. Because both group_col and entity_col are bound to \"safety\", each group will have COUNT(DISTINCT \"safety\") = 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e53e6f8af2473cd84df6ad90884c3950b92d3ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:52.083103Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:54.427554Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:02.372787Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cd036c657b6b6305924f5e126eaec2fdb42f29b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety. +Result preview: [{"safety": "med", "distinct_entities": 1}, {"safety": "low", "distinct_entities": 1}, {"safety": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..706f2de711f3795738f63c610113862de7a64e6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_d1c6b9054a1eb935 +-- problem_id: v2p_c2_2574f680ed619553 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9568337306018ee0e04075100acdbd26c687389 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\", \"columns\": [\"safety\", \"distinct_entities\"], \"rows\": [{\"safety\": \"med\", \"distinct_entities\": 1}, {\"safety\": \"low\", \"distinct_entities\": 1}, {\"safety\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f212ad397e178a49273c12340c559001af33432 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:39:51.885058+00:00", + "ended_at": "2026-05-04T08:40:03.305081+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d1c6b9054a1eb935", + "problem_id": "v2p_c2_2574f680ed619553", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "entity_col": "safety", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_d1c6b9054a1eb935.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d1c6b9054a1eb935", + "api_calls": 0, + "input_tokens": 21721, + "cached_input_tokens": 20864, + "output_tokens": 150, + "total_tokens": 21871, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1633, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1733, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11390.73, + "sql_execution_elapsed_ms_total": 1.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d1c6b9054a1eb935\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ca1b565a5321c7f90089c1ed0bc6015b3ff67a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d1c6b9054a1eb935/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:03.295867+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11390.73, "started_at": "2026-05-04T08:39:51.887254+00:00", "ended_at": "2026-05-04T08:40:03.278107+00:00", "prompt_metrics": {"chars": 5776, "bytes_utf8": 5776, "lines": 180, "estimated_tokens": 1633}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21721, "cached_input_tokens": 20864, "output_tokens": 150}, "stderr_preview": "2026-05-04T08:39:52.083103Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:54.427554Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "safety", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "safety", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bc82aa4e7899f629b86ee3802031f39f18fd695 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-4ff2-7242-b7fa-ff20a44f5857"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the bound template exactly as planned with group_col=\\\"safety\\\", entity_col=\\\"safety\\\", and predicate \\\"safety\\\" = 'high'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":20864,"output_tokens":194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ca70657f22d36f823b72881b8e80ad91c636a12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Used the bound template exactly as planned with group_col=\"safety\", entity_col=\"safety\", and predicate \"safety\" = 'high'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dc09043b84d2faf4c5ab1f27661af954edcf0ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:35.959661Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:38.327535Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:50.286754Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f2e18279c5776696ed4c7273e78e51f3c5988c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=safety. +Result preview: [{"safety": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7e36e89c7304b8ec296f6fdd86fe41d6ef30e08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_d2c4f5c15936eb9b +-- problem_id: v2p_c2_8b1f5e1e5db84e20 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36b8b75299baff85e4516607df0ecc974114a0b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"safety\", \"distinct_entities\"], \"rows\": [{\"safety\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9c2603eb0133cf265044dd6d140be4bfff5526a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:42:35.716638+00:00", + "ended_at": "2026-05-04T08:42:51.224906+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d2c4f5c15936eb9b", + "problem_id": "v2p_c2_8b1f5e1e5db84e20", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "safety", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_d2c4f5c15936eb9b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d2c4f5c15936eb9b", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 20864, + "output_tokens": 194, + "total_tokens": 21970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1688, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1789, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15480.45, + "sql_execution_elapsed_ms_total": 0.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d2c4f5c15936eb9b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ec8bf7489c0a94628695b6d7c70f0d73aaada3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d2c4f5c15936eb9b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:51.213946+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15480.45, "started_at": "2026-05-04T08:42:35.718279+00:00", "ended_at": "2026-05-04T08:42:51.198026+00:00", "prompt_metrics": {"chars": 5989, "bytes_utf8": 5989, "lines": 184, "estimated_tokens": 1688}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21776, "cached_input_tokens": 20864, "output_tokens": 194}, "stderr_preview": "2026-05-04T08:42:35.959661Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:38.327535Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=safety, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "target_col": "class", + "target_value": "good", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a55e5abec5762795401ae4e4c2bbcf915704fc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-64e1-73e3-8f7b-1a61f5ac3732"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"maint\\\", group_col_2=\\\"safety\\\", target_col=\\\"class\\\", and target_value='good'. Uses SQLite-compatible AVG over a CASE expression to compute within-group proportion.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":20864,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67f22d0dba6099791b4a4babc3c9276c8352a17e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"safety\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY target_rate DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"maint\", group_col_2=\"safety\", target_col=\"class\", and target_value='good'. Uses SQLite-compatible AVG over a CASE expression to compute within-group proportion."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7c82d4fb2d5660e31023eff7f318ac4e9748067 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:22.896915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:25.233484Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:32.849544Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eef16ec1e13f0301cbb69331382028d9dd34161a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=safety, target_col=class. +Result preview: [{"maint": "low", "safety": "med", "target_rate": 0.18055555555555555}, {"maint": "low", "safety": "high", "target_rate": 0.1388888888888889}, {"maint": "med", "safety": "med", "target_rate": 0.09027777777777778}, {"maint": "med", "safety": "high", "target_rate": 0.06944444444444445}, {"maint": "high", "safety": "high", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e1c614c2fdc7dfa80b647fab14d1179539adb35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_d3fb57a38b48b22b +-- problem_id: v2p_c2_51085c93ae29eda0 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "safety", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d46a09359b58d2563c2f0680b968fed8bdbc18dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"safety\",\n AVG(CASE WHEN \"class\" = 'good' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"safety\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'good' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"safety\", \"target_rate\"], \"rows\": [{\"maint\": \"low\", \"safety\": \"med\", \"target_rate\": 0.18055555555555555}, {\"maint\": \"low\", \"safety\": \"high\", \"target_rate\": 0.1388888888888889}, {\"maint\": \"med\", \"safety\": \"med\", \"target_rate\": 0.09027777777777778}, {\"maint\": \"med\", \"safety\": \"high\", \"target_rate\": 0.06944444444444445}, {\"maint\": \"high\", \"safety\": \"high\", \"target_rate\": 0.0}, {\"maint\": \"high\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"high\", \"safety\": \"med\", \"target_rate\": 0.0}, {\"maint\": \"low\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"med\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"safety\": \"high\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"safety\": \"low\", \"target_rate\": 0.0}, {\"maint\": \"vhigh\", \"safety\": \"med\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e49e8e59e177692764fedcc460e14426e0be5c6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:15:22.693677+00:00", + "ended_at": "2026-05-04T08:15:33.634979+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d3fb57a38b48b22b", + "problem_id": "v2p_c2_51085c93ae29eda0", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=safety, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "target_col": "class", + "target_value": "good", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_d3fb57a38b48b22b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d3fb57a38b48b22b", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 20864, + "output_tokens": 127, + "total_tokens": 21924, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1830, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10907.53, + "sql_execution_elapsed_ms_total": 2.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d3fb57a38b48b22b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce802bf88f471ecdebb9cd86ca16ca2cf17ad6a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d3fb57a38b48b22b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:33.623188+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10907.53, "started_at": "2026-05-04T08:15:22.695263+00:00", "ended_at": "2026-05-04T08:15:33.603151+00:00", "prompt_metrics": {"chars": 5961, "bytes_utf8": 5961, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21797, "cached_input_tokens": 20864, "output_tokens": 127}, "stderr_preview": "2026-05-04T08:15:22.896915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:25.233484Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=doors, condition_col=doors.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a44ae7ea4c7ea251a79e7b7dbb3441c864dffde8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-4d59-77c2-ac9f-49bea3be77a0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"doors\\\" and condition_col=\\\"doors\\\" using condition_value='2'. This measures, for each doors category, the share of rows in that same category equal to '2'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21756,"cached_input_tokens":20864,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5284430d219cad70f4e1e36e89d8bcfd8099e1bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"doors\" and condition_col=\"doors\" using condition_value='2'. This measures, for each doors category, the share of rows in that same category equal to '2'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10e1300a5ee2e96d1bff3776bfd65d3b94dfba2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:27.956050Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:30.765288Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:39.876660Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4a7a78ba624dc1a3581954eb76ccc9dbf57e40d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=doors, condition_col=doors. +Result preview: [{"doors": "2", "condition_rate": 1.0}, {"doors": "5more", "condition_rate": 0.0}, {"doors": "4", "condition_rate": 0.0}, {"doors": "3", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38cb15e878e9c7bf96241f7d318d33be82454c07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_d6078976091d045e +-- problem_id: v2p_c2_e81034b50243b114 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a81fddd3d01a360767a77405c4c5212eaa6c6f44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"doors\", \"condition_rate\"], \"rows\": [{\"doors\": \"2\", \"condition_rate\": 1.0}, {\"doors\": \"5more\", \"condition_rate\": 0.0}, {\"doors\": \"4\", \"condition_rate\": 0.0}, {\"doors\": \"3\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f07875f1de720e859cbd4d54613a9a8462ece202 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:17:27.761194+00:00", + "ended_at": "2026-05-04T08:17:40.714773+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d6078976091d045e", + "problem_id": "v2p_c2_e81034b50243b114", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=doors, condition_col=doors.", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_d6078976091d045e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d6078976091d045e", + "api_calls": 0, + "input_tokens": 21756, + "cached_input_tokens": 20864, + "output_tokens": 129, + "total_tokens": 21885, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1666, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1779, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12925.27, + "sql_execution_elapsed_ms_total": 1.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d6078976091d045e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..144399ee58522597be5a97676836eafabfa5b609 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d6078976091d045e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:40.706147+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12925.27, "started_at": "2026-05-04T08:17:27.763058+00:00", "ended_at": "2026-05-04T08:17:40.688282+00:00", "prompt_metrics": {"chars": 5890, "bytes_utf8": 5890, "lines": 183, "estimated_tokens": 1666}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21756, "cached_input_tokens": 20864, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:17:27.956050Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:30.765288Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=lug_boot.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d35d1a025eae16b2b3dc416c481ce530cf2aaba1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-a6cc-7340-80b1-018faae2a801"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"maint\\\", \\\"lug_boot\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'high'\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"maint\\\", group_col_2=\\\"lug_boot\\\", and predicate \\\"maint\\\" = 'high'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21788,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0912d0f1950b1fac1765064706deab79b9e94522 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"maint\", \"lug_boot\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"maint\" = 'high'\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"maint\", group_col_2=\"lug_boot\", and predicate \"maint\" = 'high'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8637def606e5985b338aff62b07100eb207ac08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:12.102665Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:14.552381Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:26.596907Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1b2c66995ade19ab07c7c1ad6794cc9aeafe3ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=lug_boot. +Result preview: [{"maint": "high", "lug_boot": "big", "row_count": 144}, {"maint": "high", "lug_boot": "med", "row_count": 144}, {"maint": "high", "lug_boot": "small", "row_count": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d1b8ea6ea32c1a41a8c57969dbc33f6885ec6f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_d60dee4549f78b4e +-- problem_id: v2p_c2_d8bd85457c6feb84 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "lug_boot", COUNT(*) AS row_count +FROM "c2" +WHERE "maint" = 'high' +GROUP BY "maint", "lug_boot" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..676a4e8bc0f708ec648f51c80b2c2bf32c7ad351 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"maint\", \"lug_boot\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"maint\" = 'high'\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"maint\\\", \\\"lug_boot\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'high'\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"maint\", \"lug_boot\", \"row_count\"], \"rows\": [{\"maint\": \"high\", \"lug_boot\": \"big\", \"row_count\": 144}, {\"maint\": \"high\", \"lug_boot\": \"med\", \"row_count\": 144}, {\"maint\": \"high\", \"lug_boot\": \"small\", \"row_count\": 144}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2634f28bed636c9b02fc9839adf6a4b24c4736a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:10:11.912261+00:00", + "ended_at": "2026-05-04T08:10:27.559133+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d60dee4549f78b4e", + "problem_id": "v2p_c2_d8bd85457c6feb84", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=maint, group_col_2=lug_boot.", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "high", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=8" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_d60dee4549f78b4e.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d60dee4549f78b4e", + "api_calls": 0, + "input_tokens": 21788, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 21903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1698, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15620.97, + "sql_execution_elapsed_ms_total": 1.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d60dee4549f78b4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..faeb86aa19be365995fa4d46a776ddd6a37b764d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d60dee4549f78b4e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:27.551336+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15620.97, "started_at": "2026-05-04T08:10:11.914030+00:00", "ended_at": "2026-05-04T08:10:27.534930+00:00", "prompt_metrics": {"chars": 5969, "bytes_utf8": 5969, "lines": 184, "estimated_tokens": 1698}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21788, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T08:10:12.102665Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:14.552381Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=buying, condition_col=buying.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "buying", + "condition_col": "buying", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..58d003e162eb9314c45ff6875d4903a2121787cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-771d-7853-b279-fcd72170cbe4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"buying\\\",\\n SUM(CASE WHEN \\\"buying\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"buying\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"buying\\\"\\n)\\nSELECT \\\"buying\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned template exactly with group_col=\\\"buying\\\" and condition_col=\\\"buying\\\". Because the grouping column and condition column are the same, groups other than 'high' or 'low' will yield NULL ratios, and the 'high' group will also yield NULL due to division by zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21908,"cached_input_tokens":20864,"output_tokens":303}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ce3ccd9ba40dd93fedb9ab73e9ba64707f2da5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"buying\",\n SUM(CASE WHEN \"buying\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"buying\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"buying\"\n)\nSELECT \"buying\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned template exactly with group_col=\"buying\" and condition_col=\"buying\". Because the grouping column and condition column are the same, groups other than 'high' or 'low' will yield NULL ratios, and the 'high' group will also yield NULL due to division by zero."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92bd66f02b3598a1c71dcc1fe13d699603400a01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:05.520690Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:07.908866Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:18.027670Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58ee918d40efeb662afee7aa425c54fafc85d898 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=buying, condition_col=buying. +Result preview: [{"buying": "low", "condition_ratio": 0.0}, {"buying": "high", "condition_ratio": null}, {"buying": "med", "condition_ratio": null}, {"buying": "vhigh", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..18424818e581ce727b74ad9def1099253f8dd7a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_d652774de5b115e3 +-- problem_id: v2p_c2_57203f87aa069c71 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "buying", + SUM(CASE WHEN "buying" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "buying" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "buying" +) +SELECT "buying", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a054d4263fb856d2144d21632c7d52077c21967 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"buying\",\n SUM(CASE WHEN \"buying\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"buying\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"buying\"\n)\nSELECT \"buying\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"buying\\\",\\n SUM(CASE WHEN \\\"buying\\\" = 'high' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"buying\\\" = 'low' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"buying\\\"\\n)\\nSELECT \\\"buying\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"buying\", \"condition_ratio\"], \"rows\": [{\"buying\": \"low\", \"condition_ratio\": 0.0}, {\"buying\": \"high\", \"condition_ratio\": null}, {\"buying\": \"med\", \"condition_ratio\": null}, {\"buying\": \"vhigh\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68f0c4ea3c5d1daa6b9d57482c982e0dd942efec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:11:01.982551+00:00", + "ended_at": "2026-05-04T08:11:18.997220+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d652774de5b115e3", + "problem_id": "v2p_c2_57203f87aa069c71", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=buying, condition_col=buying.", + "bindings": { + "group_col": "buying", + "condition_col": "buying", + "condition_value": "high", + "positive_value": "high", + "negative_value": "low", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_d652774de5b115e3.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d652774de5b115e3", + "api_calls": 0, + "input_tokens": 21908, + "cached_input_tokens": 20864, + "output_tokens": 303, + "total_tokens": 22211, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1818, + "estimated_output_tokens": 199, + "estimated_total_tokens": 2017, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16988.57, + "sql_execution_elapsed_ms_total": 1.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d652774de5b115e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7feca9d1cb925fc8a652353b06375d0820ee1276 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d652774de5b115e3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:18.990004+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16988.57, "started_at": "2026-05-04T08:11:01.984199+00:00", "ended_at": "2026-05-04T08:11:18.972098+00:00", "prompt_metrics": {"chars": 6472, "bytes_utf8": 6472, "lines": 183, "estimated_tokens": 1818}, "response_metrics": {"chars": 763, "bytes_utf8": 763, "lines": 1, "estimated_tokens": 199}, "usage": {"input_tokens": 21908, "cached_input_tokens": 20864, "output_tokens": 303}, "stderr_preview": "2026-05-04T08:11:05.520690Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:07.908866Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=lug_boot, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9925b2f7d990dbb80bf8642184973097442f2a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-2b17-7560-954a-2238527897c7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"lug_boot\\\", target_col=\\\"class\\\", target_value='unacc', min_support=5, and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":21376,"output_tokens":186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ce89c44f97ed9a02e37d5b1d25caf3658e48acc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"lug_boot\", target_col=\"class\", target_value='unacc', min_support=5, and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81636c5f2448c309de3693cd0b5b132e83372e02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:20.108189Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:22.444226Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:31.773276Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1957334529a59fe5b4c2c3fd6f9103b7a7a1744 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=lug_boot, target_col=class. +Result preview: [{"lug_boot": "small", "support": 576, "focus_rate": 0.78125}, {"lug_boot": "med", "support": 576, "focus_rate": 0.6805555555555556}, {"lug_boot": "big", "support": 576, "focus_rate": 0.6388888888888888}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d2da94d42d20d02409a23574e97338c088563a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_d67c6b9aef36e70d +-- problem_id: v2p_c2_03098c1cafca1d8d +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "lug_boot" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66cb663e83a53a2f602ed305a46c9aa635956345 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"lug_boot\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"lug_boot\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"lug_boot\", \"support\", \"focus_rate\"], \"rows\": [{\"lug_boot\": \"small\", \"support\": 576, \"focus_rate\": 0.78125}, {\"lug_boot\": \"med\", \"support\": 576, \"focus_rate\": 0.6805555555555556}, {\"lug_boot\": \"big\", \"support\": 576, \"focus_rate\": 0.6388888888888888}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..60edde4bc94ddd4f4eef1f9dcb606db2929bc232 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:29:19.887987+00:00", + "ended_at": "2026-05-04T08:29:32.631942+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d67c6b9aef36e70d", + "problem_id": "v2p_c2_03098c1cafca1d8d", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=lug_boot, target_col=class.", + "bindings": { + "group_col": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_d67c6b9aef36e70d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d67c6b9aef36e70d", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 21376, + "output_tokens": 186, + "total_tokens": 21997, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12701.03, + "sql_execution_elapsed_ms_total": 2.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d67c6b9aef36e70d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ae766ccac1c8980d0836a66d3453917b44a2eba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:32.619183+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12701.03, "started_at": "2026-05-04T08:29:19.890318+00:00", "ended_at": "2026-05-04T08:29:32.591293+00:00", "prompt_metrics": {"chars": 6001, "bytes_utf8": 6001, "lines": 181, "estimated_tokens": 1723}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 21811, "cached_input_tokens": 21376, "output_tokens": 186}, "stderr_preview": "2026-05-04T08:29:20.108189Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:22.444226Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"lug_boot\\\", target_col=\\\"class\\\", target_value='unacc', min_support=5, and top_k=13.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7a833d68593b3face42d8d4ff0f6855379670da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d67c6b9aef36e70d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d67c6b9aef36e70d", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 21376, + "output_tokens": 186, + "total_tokens": 21997, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12701.03, + "sql_execution_elapsed_ms_total": 2.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d67c6b9aef36e70d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc86bf2bb2a4fb514dc8587c8d2dc0d58bd4c6ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5779, "bytes_utf8": 5779, "lines": 180, "estimated_tokens": 1631}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bdeba96195f54ba768615e61f64e998941455a50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d7d6ee53831b77d4", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 184, + "total_tokens": 21903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1731, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15124.48, + "sql_execution_elapsed_ms_total": 1.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d7d6ee53831b77d4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..705260284cd56c01d24b7a015a14dfc7c2e9919a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:39:09.380987+00:00", + "ended_at": "2026-05-04T08:39:24.505029+00:00", + "elapsed_ms": 15124.48, + "prompt_metrics": { + "chars": 5779, + "bytes_utf8": 5779, + "lines": 180, + "estimated_tokens": 1631 + }, + "stdout_metrics": { + "chars": 761, + "bytes_utf8": 761, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 184 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..778abcea31be55ec0e1b2976d9ca208eec3be6f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "persons", + "entity_col": "persons", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6c8fa14bd49029c4d0b0047500567cd5a2cf08b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-29cb-7793-8f95-cf9946e7a211"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided template with group_col=\\\"persons\\\" and entity_col=\\\"persons\\\" exactly as bound. Because the distinct entity column is the same as the grouping column, each group will have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":20864,"output_tokens":184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f834b459963e7a68d73c315e791ecb45a424ae97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 17;","notes":"Applied the provided template with group_col=\"persons\" and entity_col=\"persons\" exactly as bound. Because the distinct entity column is the same as the grouping column, each group will have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13147c8bcdf5a8fba0fc8d7d56686de69223142d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:09.586671Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:12.380550Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:23.692502Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fad9e710ddfb575eef5682006df0354b99acee0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons. +Result preview: [{"persons": "more", "distinct_entities": 1}, {"persons": "4", "distinct_entities": 1}, {"persons": "2", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..676bba49e9febe8d2c901ff8a635432ad0d986dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_d7d6ee53831b77d4 +-- problem_id: v2p_c2_2bdb513447f80090 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f099291d48925dd70362656632f6907e410ba6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\", \"columns\": [\"persons\", \"distinct_entities\"], \"rows\": [{\"persons\": \"more\", \"distinct_entities\": 1}, {\"persons\": \"4\", \"distinct_entities\": 1}, {\"persons\": \"2\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..897ab94a4d92abe293b055acde87e82ff58f43a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:39:09.379151+00:00", + "ended_at": "2026-05-04T08:39:24.537749+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d7d6ee53831b77d4", + "problem_id": "v2p_c2_2bdb513447f80090", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "entity_col": "persons", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_d7d6ee53831b77d4.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d7d6ee53831b77d4", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 184, + "total_tokens": 21903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1731, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15124.48, + "sql_execution_elapsed_ms_total": 1.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d7d6ee53831b77d4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..967a27aaf8a708100ee4f2226fb13a198479efcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d7d6ee53831b77d4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:24.526730+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15124.48, "started_at": "2026-05-04T08:39:09.380987+00:00", "ended_at": "2026-05-04T08:39:24.505029+00:00", "prompt_metrics": {"chars": 5779, "bytes_utf8": 5779, "lines": 180, "estimated_tokens": 1631}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 184}, "stderr_preview": "2026-05-04T08:39:09.586671Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:12.380550Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=buying, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "vgood", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d6610c33707051e856971646962049c59fba5ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-7e2f-75a2-8707-faee718e4159"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Uses the requested Tail Target-Rate Extremes template with group_col=\\\"buying\\\", target_col=\\\"class\\\", target_value='vgood', min_support=4, and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":19840,"output_tokens":150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cafb7f29fbf5ffd9bb90277423d535597fe4913f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Uses the requested Tail Target-Rate Extremes template with group_col=\"buying\", target_col=\"class\", target_value='vgood', min_support=4, and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..399388d0c8315608554f46d733504133e81da670 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:46.912179Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:49.228596Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:57.470139Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c1e8a1b1b848d7761396b5f52c4af8ca4627a09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=buying, target_col=class. +Result preview: [{"buying": "low", "support": 432, "focus_rate": 0.09027777777777778}, {"buying": "med", "support": 432, "focus_rate": 0.06018518518518518}, {"buying": "high", "support": 432, "focus_rate": 0.0}, {"buying": "vhigh", "support": 432, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..825074d8c43eff62eed9457d8d3b5254603de1fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_d879a4ae632cdbdc +-- problem_id: v2p_c2_1dcebda838691833 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2388f801855f0b0960501059eeef1d0b9d054eba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"buying\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"buying\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"buying\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"buying\", \"support\", \"focus_rate\"], \"rows\": [{\"buying\": \"low\", \"support\": 432, \"focus_rate\": 0.09027777777777778}, {\"buying\": \"med\", \"support\": 432, \"focus_rate\": 0.06018518518518518}, {\"buying\": \"high\", \"support\": 432, \"focus_rate\": 0.0}, {\"buying\": \"vhigh\", \"support\": 432, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5cb1e8f66a1497ea4ca7316842286b20c400c814 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:30:46.675467+00:00", + "ended_at": "2026-05-04T08:30:58.237689+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_d879a4ae632cdbdc", + "problem_id": "v2p_c2_1dcebda838691833", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=buying, target_col=class.", + "bindings": { + "group_col": "buying", + "target_col": "class", + "target_value": "vgood", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_d879a4ae632cdbdc.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d879a4ae632cdbdc", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 19840, + "output_tokens": 150, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11533.52, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d879a4ae632cdbdc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fdad8082cde95e2840d5a1cdb9e4426e01ae98a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:58.230493+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11533.52, "started_at": "2026-05-04T08:30:46.681422+00:00", "ended_at": "2026-05-04T08:30:58.215450+00:00", "prompt_metrics": {"chars": 5999, "bytes_utf8": 5999, "lines": 181, "estimated_tokens": 1723}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 21811, "cached_input_tokens": 19840, "output_tokens": 150}, "stderr_preview": "2026-05-04T08:30:46.912179Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:49.228596Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Uses the requested Tail Target-Rate Extremes template with group_col=\\\"buying\\\", target_col=\\\"class\\\", target_value='vgood', min_support=4, and top_k=16.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7197051191ebb3c669213ed2f89af9f9097dd5bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_d879a4ae632cdbdc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_d879a4ae632cdbdc", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 19840, + "output_tokens": 150, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 134, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11533.52, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_d879a4ae632cdbdc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..386e14994c27fa9f848f6ac95d361ffbfdc128d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "high", "support": 576, "support_share": 0.3333333333333333, "cumulative_support": 576}, {"value_label": "low", "support": 576, "support_share": 0.3333333333333333, "cumulative_support": 1152}, {"value_label": "med", "support": 576, "support_share": 0.3333333333333333, "cumulative_support": 1728}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb3ce98f5c65d10a15b1ea1d0459d9ca50740ef4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_dafbace0f8e8f3a9 +-- problem_id: v2p_c2_4c62b9c1f83f5e4d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "safety" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "safety" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1b8cff4a0686a7bd1529fc63ce3da742f4eb6d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_d\n-- sql_source_dataset_id: c2\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c2_dafbace0f8e8f3a9\n-- problem_id: v2p_c2_4c62b9c1f83f5e4d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"safety\" AS value_label, COUNT(*) AS support\n FROM \"c2\"\n GROUP BY \"safety\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_d\\n-- sql_source_dataset_id: c2\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c2_dafbace0f8e8f3a9\\n-- problem_id: v2p_c2_4c62b9c1f83f5e4d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"safety\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c2\\\"\\n GROUP BY \\\"safety\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"high\", \"support\": 576, \"support_share\": 0.3333333333333333, \"cumulative_support\": 576}, {\"value_label\": \"low\", \"support\": 576, \"support_share\": 0.3333333333333333, \"cumulative_support\": 1152}, {\"value_label\": \"med\", \"support\": 576, \"support_share\": 0.3333333333333333, \"cumulative_support\": 1728}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3bac2e704dbdb724aade79919e30bda9156da6b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:43:49.145017+00:00", + "ended_at": "2026-05-04T08:43:49.149907+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_dafbace0f8e8f3a9", + "problem_id": "v2p_c2_4c62b9c1f83f5e4d", + "dataset_id": "c2", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_dafbace0f8e8f3a9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dafbace0f8e8f3a9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7746aa5d82d3bfa92d555979741aac941f48e092 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5985, "bytes_utf8": 5985, "lines": 184, "estimated_tokens": 1685}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21773, "cached_input_tokens": 20864, "output_tokens": 178}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..568a9251e3ee1fd6130a35c101501177d2f6164d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_dbdaae1f154dbf42", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 178, + "total_tokens": 21951, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1787, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13220.85, + "sql_execution_elapsed_ms_total": 1.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_dbdaae1f154dbf42\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9dcc50c20337b00d0adae85ad2295432bcf8a3b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:41:30.568028+00:00", + "ended_at": "2026-05-04T08:41:43.789203+00:00", + "elapsed_ms": 13220.85, + "prompt_metrics": { + "chars": 5985, + "bytes_utf8": 5985, + "lines": 184, + "estimated_tokens": 1685 + }, + "stdout_metrics": { + "chars": 748, + "bytes_utf8": 748, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13244 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 178 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0e25af82452d05b11bf77d72607e78a24d5bbbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "maint", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "maint", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cde9a8a4f442fbdea63303f909ef992ce76bb028 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-5177-7b12-b0a3-8e9572fc4ec7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\",\"notes\":\"Used the provided template and fixed bindings exactly: group_col=\\\"maint\\\", entity_col=\\\"maint\\\", predicate on \\\"safety\\\" = 'high', SQLite-compatible single-table SELECT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":20864,"output_tokens":178}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed9399740690f0a85089dd33c9dc8809e8a96036 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 19;","notes":"Used the provided template and fixed bindings exactly: group_col=\"maint\", entity_col=\"maint\", predicate on \"safety\" = 'high', SQLite-compatible single-table SELECT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cece442cebd7891a3dfb2701d524fb3da5bbfd40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:30.794430Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:33.148967Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:43.004873Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0c5c15faadd81f603758719d1f3bd42d6238ec5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint. +Result preview: [{"maint": "vhigh", "distinct_entities": 1}, {"maint": "med", "distinct_entities": 1}, {"maint": "low", "distinct_entities": 1}, {"maint": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f859c05a6a8390014e8381831ef5264604de4b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_dbdaae1f154dbf42 +-- problem_id: v2p_c2_01e9c4b2ff40ac85 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7447bba27b2042d90ac439973cc118aeb629a34a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nWHERE \"safety\" = 'high'\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"safety\\\" = 'high'\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\", \"columns\": [\"maint\", \"distinct_entities\"], \"rows\": [{\"maint\": \"vhigh\", \"distinct_entities\": 1}, {\"maint\": \"med\", \"distinct_entities\": 1}, {\"maint\": \"low\", \"distinct_entities\": 1}, {\"maint\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..394d7a9c24e4b704606bc799000d47d13f6c8c80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:41:30.566273+00:00", + "ended_at": "2026-05-04T08:41:43.815462+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_dbdaae1f154dbf42", + "problem_id": "v2p_c2_01e9c4b2ff40ac85", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "predicate_col": "safety", + "predicate_op": "=", + "predicate_value": "high", + "entity_col": "maint", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_dbdaae1f154dbf42.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_dbdaae1f154dbf42", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 178, + "total_tokens": 21951, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1787, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13220.85, + "sql_execution_elapsed_ms_total": 1.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_dbdaae1f154dbf42\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b45167d4a019935d6e348dc2f61102007871cafd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dbdaae1f154dbf42/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:43.807364+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13220.85, "started_at": "2026-05-04T08:41:30.568028+00:00", "ended_at": "2026-05-04T08:41:43.789203+00:00", "prompt_metrics": {"chars": 5985, "bytes_utf8": 5985, "lines": 184, "estimated_tokens": 1685}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21773, "cached_input_tokens": 20864, "output_tokens": 178}, "stderr_preview": "2026-05-04T08:41:30.794430Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:33.148967Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=lug_boot, condition_col=lug_boot.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "lug_boot", + "condition_col": "lug_boot", + "condition_value": "med", + "positive_value": "big", + "negative_value": "med", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6127bb93b17c37ce795999c349073d6480bc1a72 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-469e-7ce1-89bc-4163215ea63d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"lug_boot\\\" = 'med' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template exactly with group_col=\\\"lug_boot\\\" and condition_col=\\\"lug_boot\\\" using condition_value='med'. Since the grouping column and condition column are the same, the result shows a degenerate within-group proportion: the 'med' group has rate 1, while other lug_boot groups have rate 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21761,"cached_input_tokens":20864,"output_tokens":154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41dfa50f049bbc1d66d763f0d9121ba3b8c3b916 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"lug_boot\",\n AVG(CASE WHEN \"lug_boot\" = 'med' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template exactly with group_col=\"lug_boot\" and condition_col=\"lug_boot\" using condition_value='med'. Since the grouping column and condition column are the same, the result shows a degenerate within-group proportion: the 'med' group has rate 1, while other lug_boot groups have rate 0."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68240436c0df081406c7af66034d14ad168501bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:31.762738Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:34.120389Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:45.798569Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..604d28fec606b9a6638c8cc762523886459e5bca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=lug_boot, condition_col=lug_boot. +Result preview: [{"lug_boot": "med", "condition_rate": 1.0}, {"lug_boot": "small", "condition_rate": 0.0}, {"lug_boot": "big", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c66f1a4b7b523baa4c5c02d79e432fe177525dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_dd8c0e450712a461 +-- problem_id: v2p_c2_23a22096f9ced68e +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", + AVG(CASE WHEN "lug_boot" = 'med' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "lug_boot" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0dae78854248a2dfdce5a31359eebeee0394921e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"lug_boot\",\n AVG(CASE WHEN \"lug_boot\" = 'med' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"lug_boot\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"lug_boot\\\" = 'med' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"lug_boot\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"lug_boot\", \"condition_rate\"], \"rows\": [{\"lug_boot\": \"med\", \"condition_rate\": 1.0}, {\"lug_boot\": \"small\", \"condition_rate\": 0.0}, {\"lug_boot\": \"big\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e76ea21bdddef2d4d68c2c48ac0a5d5d35d0a24b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:18:31.581258+00:00", + "ended_at": "2026-05-04T08:18:46.793883+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_dd8c0e450712a461", + "problem_id": "v2p_c2_23a22096f9ced68e", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=lug_boot, condition_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "condition_col": "lug_boot", + "condition_value": "med", + "positive_value": "big", + "negative_value": "med", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_dd8c0e450712a461.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_dd8c0e450712a461", + "api_calls": 0, + "input_tokens": 21761, + "cached_input_tokens": 20864, + "output_tokens": 154, + "total_tokens": 21915, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1671, + "estimated_output_tokens": 138, + "estimated_total_tokens": 1809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15184.59, + "sql_execution_elapsed_ms_total": 1.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_dd8c0e450712a461\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e66c19b6c1f2e96402ba00536e1d5ae67685c0b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd8c0e450712a461/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:46.785652+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15184.59, "started_at": "2026-05-04T08:18:31.582871+00:00", "ended_at": "2026-05-04T08:18:46.768048+00:00", "prompt_metrics": {"chars": 5915, "bytes_utf8": 5915, "lines": 183, "estimated_tokens": 1671}, "response_metrics": {"chars": 565, "bytes_utf8": 565, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 21761, "cached_input_tokens": 20864, "output_tokens": 154}, "stderr_preview": "2026-05-04T08:18:31.762738Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:34.120389Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=lug_boot, condition_col=lug_boot.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "lug_boot", + "condition_col": "lug_boot", + "condition_value": "big", + "positive_value": "big", + "negative_value": "med", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..874ffe9790b2cf5e3e6c03b11ce468feb37a297e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-3f08-7031-978e-ce3453213e5c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"lug_boot\\\",\\n SUM(CASE WHEN \\\"lug_boot\\\" = 'big' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"lug_boot\\\" = 'med' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"lug_boot\\\"\\n)\\nSELECT \\\"lug_boot\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"lug_boot\\\" and condition_col=\\\"lug_boot\\\", using positive_value='big' and negative_value='med'. Identifier quoting is SQLite-compatible and limited to the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21908,"cached_input_tokens":19840,"output_tokens":200}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..036d1cdaf567dbd035cd840719c6a35d6a12c050 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"lug_boot\",\n SUM(CASE WHEN \"lug_boot\" = 'big' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"lug_boot\" = 'med' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"lug_boot\"\n)\nSELECT \"lug_boot\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template exactly with group_col=\"lug_boot\" and condition_col=\"lug_boot\", using positive_value='big' and negative_value='med'. Identifier quoting is SQLite-compatible and limited to the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57992f0e10eb8f648d9ad2c69a8dd7a079286adc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:56.598326Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:58.905691Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:09.139450Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd485ff8ee5fb6289dddfb717d792c794428cccd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=lug_boot, condition_col=lug_boot. +Result preview: [{"lug_boot": "med", "condition_ratio": 0.0}, {"lug_boot": "big", "condition_ratio": null}, {"lug_boot": "small", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2abf0011930252dcb4e68e1c7e094dcb8ed3f4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_dd96dce51bcaa81b +-- problem_id: v2p_c2_016468a6aa2522ad +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "lug_boot", + SUM(CASE WHEN "lug_boot" = 'big' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "lug_boot" = 'med' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "lug_boot" +) +SELECT "lug_boot", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03627c07a953cc70ec2030e8af4856aca4573b56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"lug_boot\",\n SUM(CASE WHEN \"lug_boot\" = 'big' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"lug_boot\" = 'med' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"lug_boot\"\n)\nSELECT \"lug_boot\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"lug_boot\\\",\\n SUM(CASE WHEN \\\"lug_boot\\\" = 'big' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"lug_boot\\\" = 'med' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"lug_boot\\\"\\n)\\nSELECT \\\"lug_boot\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"lug_boot\", \"condition_ratio\"], \"rows\": [{\"lug_boot\": \"med\", \"condition_ratio\": 0.0}, {\"lug_boot\": \"big\", \"condition_ratio\": null}, {\"lug_boot\": \"small\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8110fcc77999cdfd6941f209ae030a38202aaf21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:11:56.417424+00:00", + "ended_at": "2026-05-04T08:12:10.015665+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_dd96dce51bcaa81b", + "problem_id": "v2p_c2_016468a6aa2522ad", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=lug_boot, condition_col=lug_boot.", + "bindings": { + "group_col": "lug_boot", + "condition_col": "lug_boot", + "condition_value": "big", + "positive_value": "big", + "negative_value": "med", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_dd96dce51bcaa81b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_dd96dce51bcaa81b", + "api_calls": 0, + "input_tokens": 21908, + "cached_input_tokens": 19840, + "output_tokens": 200, + "total_tokens": 22108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1818, + "estimated_output_tokens": 184, + "estimated_total_tokens": 2002, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13562.06, + "sql_execution_elapsed_ms_total": 1.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_dd96dce51bcaa81b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0968e47e2d10e616be861f8c6912cc50bf2b0c96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_dd96dce51bcaa81b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:10.005638+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13562.06, "started_at": "2026-05-04T08:11:56.418972+00:00", "ended_at": "2026-05-04T08:12:09.981035+00:00", "prompt_metrics": {"chars": 6478, "bytes_utf8": 6478, "lines": 183, "estimated_tokens": 1818}, "response_metrics": {"chars": 722, "bytes_utf8": 722, "lines": 1, "estimated_tokens": 184}, "usage": {"input_tokens": 21908, "cached_input_tokens": 19840, "output_tokens": 200}, "stderr_preview": "2026-05-04T08:11:56.598326Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:58.905691Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "class", + "entity_col": "class", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..becd3cc648693d621e9a492696dc63300f7f670f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-fc82-7380-ada1-943925868ff2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"class\\\" and entity_col=\\\"class\\\" on the single table \\\"c2\\\". Since entity_col and group_col are the same, each class group will have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":19840,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..532c97af01865d1eb8b495148195b63eefcda661 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Used the provided template with bound roles group_col=\"class\" and entity_col=\"class\" on the single table \"c2\". Since entity_col and group_col are the same, each class group will have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8325eb40fb7a7023da33e9805b004d82fd9d891 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:03.523623Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:05.934159Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:13.764649Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..334bbd85b92f2f52984ca70200791c2b41f1caf8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class. +Result preview: [{"class": "vgood", "distinct_entities": 1}, {"class": "unacc", "distinct_entities": 1}, {"class": "good", "distinct_entities": 1}, {"class": "acc", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..19207915af57c63c2f889e9ce981a472462d397e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_df6757d752c12702 +-- problem_id: v2p_c2_4a63d17b6572280f +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..493d0b0063fc57470374ec810891a7b06b357f0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"vgood\", \"distinct_entities\": 1}, {\"class\": \"unacc\", \"distinct_entities\": 1}, {\"class\": \"good\", \"distinct_entities\": 1}, {\"class\": \"acc\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf3fe7881bb165a7a6f7dbf12773dcd9ce4397d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:40:03.307850+00:00", + "ended_at": "2026-05-04T08:40:14.421321+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_df6757d752c12702", + "problem_id": "v2p_c2_4a63d17b6572280f", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "entity_col": "class", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=125" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_df6757d752c12702.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_df6757d752c12702", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 21862, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1736, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11086.85, + "sql_execution_elapsed_ms_total": 1.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_df6757d752c12702\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b84aea1e6aae81062dca0de36da37e89b157193 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_df6757d752c12702/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:14.413051+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11086.85, "started_at": "2026-05-04T08:40:03.309522+00:00", "ended_at": "2026-05-04T08:40:14.396326+00:00", "prompt_metrics": {"chars": 5771, "bytes_utf8": 5771, "lines": 180, "estimated_tokens": 1631}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21719, "cached_input_tokens": 19840, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:40:03.523623Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:05.934159Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=maint.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "maint", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "med", + "entity_col": "maint", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a21b3737ac8f5eec52691c719ad9510b6a0b0b75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-1f47-7203-87e4-a74a3f016c38"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'med'\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"maint\\\", entity_col=\\\"maint\\\", and predicate \\\"maint\\\" = 'med'. This returns the distinct count of maint values within the filtered maint subgroup.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":19840,"output_tokens":166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3e1ad8de732eee75aaa1fd67ea385220fe20c18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nWHERE \"maint\" = 'med'\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Applied the provided template exactly with group_col=\"maint\", entity_col=\"maint\", and predicate \"maint\" = 'med'. This returns the distinct count of maint values within the filtered maint subgroup."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4c37f954b08569ae208594ce4d7510e3afb2634 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:17.990114Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:20.438469Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:29.671167Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e9d96dd2be9d9db308ec05a01385e890c336d28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=maint. +Result preview: [{"maint": "med", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..35c6cabcca0687e7e4aa096cd6ae374b9e4a42a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_e0838ef0e42f332a +-- problem_id: v2p_c2_eaa960e7094c9cf2 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +WHERE "maint" = 'med' +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..968b905c1cc4d5b5a0c332625534c0c1372f454b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"maint\", COUNT(DISTINCT \"maint\") AS distinct_entities\nFROM \"c2\"\nWHERE \"maint\" = 'med'\nGROUP BY \"maint\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"maint\\\", COUNT(DISTINCT \\\"maint\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'med'\\nGROUP BY \\\"maint\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"maint\", \"distinct_entities\"], \"rows\": [{\"maint\": \"med\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..45a12879bce960ed6a9404c0591779b192bb868d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:41:17.753048+00:00", + "ended_at": "2026-05-04T08:41:30.563172+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e0838ef0e42f332a", + "problem_id": "v2p_c2_eaa960e7094c9cf2", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=maint.", + "bindings": { + "group_col": "maint", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "med", + "entity_col": "maint", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_e0838ef0e42f332a.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e0838ef0e42f332a", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 19840, + "output_tokens": 166, + "total_tokens": 21939, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12783.7, + "sql_execution_elapsed_ms_total": 0.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_e0838ef0e42f332a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b8cc67bed81974d56b9bc2f7ac027eb134c3849 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0838ef0e42f332a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:30.555884+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12783.7, "started_at": "2026-05-04T08:41:17.755262+00:00", "ended_at": "2026-05-04T08:41:30.539054+00:00", "prompt_metrics": {"chars": 5984, "bytes_utf8": 5984, "lines": 184, "estimated_tokens": 1685}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21773, "cached_input_tokens": 19840, "output_tokens": 166}, "stderr_preview": "2026-05-04T08:41:17.990114Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:20.438469Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=safety.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af2fb9caceb40d0a18d41dbd67649515664f67bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-3b9f-7461-abe9-ae950f3699d3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"safety\\\"\\nLIMIT 19;\",\"notes\":\"Applied the provided Pairwise Sparse Slice Count template with group_col=\\\"maint\\\", group_col_2=\\\"safety\\\", table=\\\"c2\\\", and top_k=19. Uses only the single provided table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21773,"cached_input_tokens":20864,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67c2e513399086f54533c37eb5ee716f16a150a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY support ASC, \"maint\", \"safety\"\nLIMIT 19;","notes":"Applied the provided Pairwise Sparse Slice Count template with group_col=\"maint\", group_col_2=\"safety\", table=\"c2\", and top_k=19. Uses only the single provided table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3454e178d441c28309041596699d47bd7d59dc5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:08.666510Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:11.124455Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:18.704846Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d14630a8ea5a21588e96ebde638fc7f6f41b8d86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=safety. +Result preview: [{"maint": "high", "safety": "high", "support": 144}, {"maint": "high", "safety": "low", "support": 144}, {"maint": "high", "safety": "med", "support": 144}, {"maint": "low", "safety": "high", "support": 144}, {"maint": "low", "safety": "low", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8b02cb67c540493f09ca84c98c238922b97321b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_e0b9bd44e58b0470 +-- problem_id: v2p_c2_eac01dac41e747e5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY support ASC, "maint", "safety" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..699bb49dd931554d19f8f9613a59dc70c96ecb50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"maint\",\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY support ASC, \"maint\", \"safety\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"maint\\\",\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY support ASC, \\\"maint\\\", \\\"safety\\\"\\nLIMIT 19;\", \"columns\": [\"maint\", \"safety\", \"support\"], \"rows\": [{\"maint\": \"high\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"high\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"high\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"med\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0951a7eeec7b38a78c1623d5d2152a20e08874e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:38:08.332901+00:00", + "ended_at": "2026-05-04T08:38:19.632367+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e0b9bd44e58b0470", + "problem_id": "v2p_c2_eac01dac41e747e5", + "dataset_id": "c2", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=maint, group_col_2=safety.", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_e0b9bd44e58b0470.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e0b9bd44e58b0470", + "api_calls": 0, + "input_tokens": 21773, + "cached_input_tokens": 20864, + "output_tokens": 133, + "total_tokens": 21906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 117, + "estimated_total_tokens": 1802, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11268.85, + "sql_execution_elapsed_ms_total": 2.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_e0b9bd44e58b0470\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eda8e790ffe58eb1b17fc4b048962502f81cda4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e0b9bd44e58b0470/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:19.620938+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11268.85, "started_at": "2026-05-04T08:38:08.334720+00:00", "ended_at": "2026-05-04T08:38:19.603364+00:00", "prompt_metrics": {"chars": 5827, "bytes_utf8": 5827, "lines": 180, "estimated_tokens": 1685}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 21773, "cached_input_tokens": 20864, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:38:08.666510Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:11.124455Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=lug_boot, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63989654f1aa5e36eb4dea185f03e7dd1b1da84b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-d9b9-76a0-b61d-bd36e116811d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template with group_col=buying, group_col_2=lug_boot, target_col=class, and target_value='unacc'. Uses only the single table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21801,"cached_input_tokens":19840,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8eec35c4e327ebc45a37e815d76d4239b43e057c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY target_rate DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template with group_col=buying, group_col_2=lug_boot, target_col=class, and target_value='unacc'. Uses only the single table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a7993b47ce54e0b11b9e711f09e3d276b824daf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:36.202129Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:38.672280Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:49.423190Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa9cc63bcb2443b9b764ea41f6f8ab8bb19f8950 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=lug_boot, target_col=class. +Result preview: [{"buying": "vhigh", "lug_boot": "small", "target_rate": 0.9027777777777778}, {"buying": "high", "lug_boot": "small", "target_rate": 0.8541666666666666}, {"buying": "vhigh", "lug_boot": "med", "target_rate": 0.8194444444444444}, {"buying": "vhigh", "lug_boot": "big", "target_rate": 0.7777777777777778}, {"buying": "high", "lug_boot": "med", "target_rate": 0.7291666666666666}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d24dcc9d2725b02505206af6d2e963120553efa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_e20564d01d7a2bd9 +-- problem_id: v2p_c2_08f5dcd484429a7d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "lug_boot", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1590b154334a30b2d1ad9585a5fc8120c24ca26c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"buying\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"buying\", \"lug_boot\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"buying\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"buying\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"buying\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"buying\": \"vhigh\", \"lug_boot\": \"small\", \"target_rate\": 0.9027777777777778}, {\"buying\": \"high\", \"lug_boot\": \"small\", \"target_rate\": 0.8541666666666666}, {\"buying\": \"vhigh\", \"lug_boot\": \"med\", \"target_rate\": 0.8194444444444444}, {\"buying\": \"vhigh\", \"lug_boot\": \"big\", \"target_rate\": 0.7777777777777778}, {\"buying\": \"high\", \"lug_boot\": \"med\", \"target_rate\": 0.7291666666666666}, {\"buying\": \"med\", \"lug_boot\": \"small\", \"target_rate\": 0.7083333333333334}, {\"buying\": \"high\", \"lug_boot\": \"big\", \"target_rate\": 0.6666666666666666}, {\"buying\": \"low\", \"lug_boot\": \"small\", \"target_rate\": 0.6597222222222222}, {\"buying\": \"med\", \"lug_boot\": \"med\", \"target_rate\": 0.5972222222222222}, {\"buying\": \"low\", \"lug_boot\": \"med\", \"target_rate\": 0.5763888888888888}, {\"buying\": \"low\", \"lug_boot\": \"big\", \"target_rate\": 0.5555555555555556}, {\"buying\": \"med\", \"lug_boot\": \"big\", \"target_rate\": 0.5555555555555556}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..053353327c1cb76e1d270bdc38b8363081ffe2c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:12:36.006722+00:00", + "ended_at": "2026-05-04T08:12:50.373094+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e20564d01d7a2bd9", + "problem_id": "v2p_c2_08f5dcd484429a7d", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=buying, group_col_2=lug_boot, target_col=class.", + "bindings": { + "group_col": "buying", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "unacc", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_e20564d01d7a2bd9.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e20564d01d7a2bd9", + "api_calls": 0, + "input_tokens": 21801, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 21941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1711, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1835, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14338.8, + "sql_execution_elapsed_ms_total": 2.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_e20564d01d7a2bd9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..606a40a12a90f90ed7dacc2fbad7ea51c241a5c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e20564d01d7a2bd9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:50.363818+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14338.8, "started_at": "2026-05-04T08:12:36.008482+00:00", "ended_at": "2026-05-04T08:12:50.346334+00:00", "prompt_metrics": {"chars": 5968, "bytes_utf8": 5968, "lines": 183, "estimated_tokens": 1711}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21801, "cached_input_tokens": 19840, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:12:36.202129Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:38.672280Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint, group_col_2=safety.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7577e04a2be81cbc4bffb4a3a085ebd403160d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-5363-7a02-94c1-12c8678f4fe3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"maint\\\", \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Applied the required Two-Dimensional Top-k Count template with group_col=\\\"maint\\\", group_col_2=\\\"safety\\\", and top_k=12 using only the provided single table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21736,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a24ec0ce881a53df1caf55aa6aee35bebbab8a7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"maint\", \"safety\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY support DESC\nLIMIT 12;","notes":"Applied the required Two-Dimensional Top-k Count template with group_col=\"maint\", group_col_2=\"safety\", and top_k=12 using only the provided single table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aae097bdaaf00fcb5146958ccefa6153b9f4165c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:13.791138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:16.097176Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:26.043193Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..18f8ace667517028fc78d028d90d7224fc96c62d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint, group_col_2=safety. +Result preview: [{"maint": "high", "safety": "high", "support": 144}, {"maint": "high", "safety": "low", "support": 144}, {"maint": "high", "safety": "med", "support": 144}, {"maint": "low", "safety": "high", "support": 144}, {"maint": "low", "safety": "low", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9815f6552b9c8376d66a7a4ec12847578b00309c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_e2489fb970a1200d +-- problem_id: v2p_c2_c1094278c7e85205 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "safety", COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..218c130a0f31347268bdcccd00f3b6f401069144 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"maint\", \"safety\", COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"maint\", \"safety\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"maint\\\", \\\"safety\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"safety\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"maint\", \"safety\", \"support\"], \"rows\": [{\"maint\": \"high\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"high\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"high\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"low\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"med\", \"safety\": \"med\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"high\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"low\", \"support\": 144}, {\"maint\": \"vhigh\", \"safety\": \"med\", \"support\": 144}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1fe9e9444d01071d6fcbd7b4bc246aafd72dcc4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:26:13.596383+00:00", + "ended_at": "2026-05-04T08:26:27.084553+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e2489fb970a1200d", + "problem_id": "v2p_c2_c1094278c7e85205", + "dataset_id": "c2", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=maint, group_col_2=safety.", + "bindings": { + "group_col": "maint", + "group_col_2": "safety", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_e2489fb970a1200d.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e2489fb970a1200d", + "api_calls": 0, + "input_tokens": 21736, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21849, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1648, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13458.86, + "sql_execution_elapsed_ms_total": 1.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_e2489fb970a1200d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d4860da231138e6af5e68eda23266669fa57b92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e2489fb970a1200d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:27.073847+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13458.86, "started_at": "2026-05-04T08:26:13.598553+00:00", "ended_at": "2026-05-04T08:26:27.057648+00:00", "prompt_metrics": {"chars": 5760, "bytes_utf8": 5760, "lines": 180, "estimated_tokens": 1648}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21736, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:26:13.791138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:16.097176Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "class", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a857eddc2e6af638b26c169b6a0cbad627d3bed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-079a-78d3-9647-c12dd71b21d8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 17;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"class\\\" and table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":19840,"output_tokens":100}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f90b71253cb8895abf152760262b524a45965d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 17;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"class\" and table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0b16db6e6eff2b5ea40a9515d0770cfe24acc4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:27.591704Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:30.040138Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:37.364628Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a851c3933cc2c6b02fa56e72c4af4cc4f458f25c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=class. +Result preview: [{"class": "vgood", "support": 65}, {"class": "good", "support": 69}, {"class": "acc", "support": 384}, {"class": "unacc", "support": 1210}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c00873cb3f6ab8cfaf0c120109130994350dee86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_e6f72507c44aa977 +-- problem_id: v2p_c2_6fd83f961b31ae16 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d18a22cd9651b9d357046e842344e4ff2df25f7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 17;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"vgood\", \"support\": 65}, {\"class\": \"good\", \"support\": 69}, {\"class\": \"acc\", \"support\": 384}, {\"class\": \"unacc\", \"support\": 1210}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d2b94eefd1130ec140a06d32b936e960c1c8c2d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:32:27.408059+00:00", + "ended_at": "2026-05-04T08:32:38.354976+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e6f72507c44aa977", + "problem_id": "v2p_c2_6fd83f961b31ae16", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_e6f72507c44aa977.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e6f72507c44aa977", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 19840, + "output_tokens": 100, + "total_tokens": 21805, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 82, + "estimated_total_tokens": 1699, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10919.43, + "sql_execution_elapsed_ms_total": 1.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_e6f72507c44aa977\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc212c8bb0275faa4f6a464f1e9331d7b4a0249c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e6f72507c44aa977/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:38.346374+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10919.43, "started_at": "2026-05-04T08:32:27.410563+00:00", "ended_at": "2026-05-04T08:32:38.330212+00:00", "prompt_metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1617}, "response_metrics": {"chars": 300, "bytes_utf8": 300, "lines": 1, "estimated_tokens": 82}, "usage": {"input_tokens": 21705, "cached_input_tokens": 19840, "output_tokens": 100}, "stderr_preview": "2026-05-04T08:32:27.591704Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:30.040138Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=persons, condition_col=persons.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "persons", + "condition_col": "persons", + "condition_value": "2", + "positive_value": "2", + "negative_value": "4", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4fed253e2663ad2b93724043963fa9778922791 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-0bba-7232-859f-13529b0fbdb1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"persons\\\",\\n SUM(CASE WHEN \\\"persons\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"persons\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"persons\\\"\\n)\\nSELECT \\\"persons\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"persons\\\" and condition_col=\\\"persons\\\", using positive_value='2' and negative_value='4'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":20864,"output_tokens":190}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f5872435f219c6e1070331d562798dbd7584cd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"persons\",\n SUM(CASE WHEN \"persons\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"persons\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"persons\"\n)\nSELECT \"persons\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template exactly with group_col=\"persons\" and condition_col=\"persons\", using positive_value='2' and negative_value='4'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fec235e608b7677fad4c6d55c37d9d87b5de113 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:43.470232Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:45.905070Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:55.546589Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..640b4c6ccbc3a6d66ea2fa39d1a21d234e423403 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=persons, condition_col=persons. +Result preview: [{"persons": "4", "condition_ratio": 0.0}, {"persons": "2", "condition_ratio": null}, {"persons": "more", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..88a75318d639eb1d53f8794efb8cbbe1e7b21bf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_e7487f64ef4d3a7a +-- problem_id: v2p_c2_1f37b82bd3cc9d45 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "persons", + SUM(CASE WHEN "persons" = '2' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "persons" = '4' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "persons" +) +SELECT "persons", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61a39899d187713e90f3644bc54a18309a8061fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"persons\",\n SUM(CASE WHEN \"persons\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"persons\" = '4' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c2\"\n GROUP BY \"persons\"\n)\nSELECT \"persons\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"persons\\\",\\n SUM(CASE WHEN \\\"persons\\\" = '2' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"persons\\\" = '4' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c2\\\"\\n GROUP BY \\\"persons\\\"\\n)\\nSELECT \\\"persons\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"persons\", \"condition_ratio\"], \"rows\": [{\"persons\": \"4\", \"condition_ratio\": 0.0}, {\"persons\": \"2\", \"condition_ratio\": null}, {\"persons\": \"more\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.45}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..439f1204eb35d9e601b987dda1fc3ca110bf0594 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:11:43.287965+00:00", + "ended_at": "2026-05-04T08:11:56.414974+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e7487f64ef4d3a7a", + "problem_id": "v2p_c2_1f37b82bd3cc9d45", + "dataset_id": "c2", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=persons, condition_col=persons.", + "bindings": { + "group_col": "persons", + "condition_col": "persons", + "condition_value": "2", + "positive_value": "2", + "negative_value": "4", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_e7487f64ef4d3a7a.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e7487f64ef4d3a7a", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 20864, + "output_tokens": 190, + "total_tokens": 22094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1814, + "estimated_output_tokens": 174, + "estimated_total_tokens": 1988, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13098.55, + "sql_execution_elapsed_ms_total": 1.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_e7487f64ef4d3a7a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..979de488885b21e60ac963d32d24217ee11aaa68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e7487f64ef4d3a7a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:56.406447+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13098.55, "started_at": "2026-05-04T08:11:43.290196+00:00", "ended_at": "2026-05-04T08:11:56.388686+00:00", "prompt_metrics": {"chars": 6467, "bytes_utf8": 6467, "lines": 183, "estimated_tokens": 1814}, "response_metrics": {"chars": 693, "bytes_utf8": 693, "lines": 1, "estimated_tokens": 174}, "usage": {"input_tokens": 21904, "cached_input_tokens": 20864, "output_tokens": 190}, "stderr_preview": "2026-05-04T08:11:43.470232Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:45.905070Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=persons, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1559010f430d02dba788ab01900bc7fa54046c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-e345-7981-a1cb-37cba03e99b7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"maint\\\", group_col_2=\\\"persons\\\", target_col=\\\"class\\\", target_value='unacc'. SQLite-compatible and limited to the single table/columns provided.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21796,"cached_input_tokens":19840,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0022cc235bbc4a210cb25c181d27bfa6e67db0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"maint\", group_col_2=\"persons\", target_col=\"class\", target_value='unacc'. SQLite-compatible and limited to the single table/columns provided."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4edb75fc765f93a7434a05086be1c02cce5db32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:49.785785Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:52.303780Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:59.552397Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51878b593b4162cdc0c7e828dbae3d79f7f166b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=persons, target_col=class. +Result preview: [{"maint": "high", "persons": "2", "target_rate": 1.0}, {"maint": "low", "persons": "2", "target_rate": 1.0}, {"maint": "med", "persons": "2", "target_rate": 1.0}, {"maint": "vhigh", "persons": "2", "target_rate": 1.0}, {"maint": "vhigh", "persons": "4", "target_rate": 0.75}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d24987eb2a92b04e701c83695add34d86396356 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_e83f868d42490e74 +-- problem_id: v2p_c2_689cf7f43593445d +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fdbe8b070c6fed63c97ec17de48a719407c1cc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"persons\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"persons\", \"target_rate\"], \"rows\": [{\"maint\": \"high\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"low\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"med\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"vhigh\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"maint\": \"vhigh\", \"persons\": \"4\", \"target_rate\": 0.75}, {\"maint\": \"vhigh\", \"persons\": \"more\", \"target_rate\": 0.75}, {\"maint\": \"high\", \"persons\": \"more\", \"target_rate\": 0.5972222222222222}, {\"maint\": \"high\", \"persons\": \"4\", \"target_rate\": 0.5833333333333334}, {\"maint\": \"low\", \"persons\": \"more\", \"target_rate\": 0.4444444444444444}, {\"maint\": \"med\", \"persons\": \"more\", \"target_rate\": 0.4444444444444444}, {\"maint\": \"low\", \"persons\": \"4\", \"target_rate\": 0.4166666666666667}, {\"maint\": \"med\", \"persons\": \"4\", \"target_rate\": 0.4166666666666667}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b9e0fa031552155c837ad5526d49b63842a97d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:14:49.527656+00:00", + "ended_at": "2026-05-04T08:15:00.367877+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_e83f868d42490e74", + "problem_id": "v2p_c2_689cf7f43593445d", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=maint, group_col_2=persons, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_e83f868d42490e74.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_e83f868d42490e74", + "api_calls": 0, + "input_tokens": 21796, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 21934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1706, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1828, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10812.52, + "sql_execution_elapsed_ms_total": 1.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_e83f868d42490e74\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..248856e01067c1a637c2ab4e1ade67bd7e938cd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_e83f868d42490e74/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:00.355087+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10812.52, "started_at": "2026-05-04T08:14:49.530483+00:00", "ended_at": "2026-05-04T08:15:00.342973+00:00", "prompt_metrics": {"chars": 5960, "bytes_utf8": 5960, "lines": 183, "estimated_tokens": 1706}, "response_metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21796, "cached_input_tokens": 19840, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:14:49.785785Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:52.303780Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=lug_boot, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..52f3205290e19d48f89139a088f320391ee6b0b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-38d7-7ea2-94a5-14640a47919e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"maint\\\", group_col_2=\\\"lug_boot\\\", target_col=\\\"class\\\", and target_value='acc'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21798,"cached_input_tokens":20864,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2813fa0e9900a1dfd2660ac30b02c0cbf098e536 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"maint\", group_col_2=\"lug_boot\", target_col=\"class\", and target_value='acc'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f93595c96ecbeb17a6b26adce71286727c23aff6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:11.627263Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:13.943506Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:21.759437Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc57fac5ed1c9942b465274b78b09b12c4dbb637 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=lug_boot, target_col=class. +Result preview: [{"maint": "high", "lug_boot": "big", "target_rate": 0.2777777777777778}, {"maint": "med", "lug_boot": "big", "target_rate": 0.2777777777777778}, {"maint": "med", "lug_boot": "med", "target_rate": 0.2777777777777778}, {"maint": "high", "lug_boot": "med", "target_rate": 0.2569444444444444}, {"maint": "med", "lug_boot": "small", "target_rate": 0.24305555555555555}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c9ee7409c881290213b6e08388b98ba5acd6ffd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_eab5ecb5a40ec580 +-- problem_id: v2p_c2_da0bd59e9de035b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66f55113651f16abf3c0cfbe90bb1fbf3b860dc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"maint\", \"lug_boot\",\n AVG(CASE WHEN \"class\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"maint\", \"lug_boot\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"maint\\\", \\\"lug_boot\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'acc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"maint\\\", \\\"lug_boot\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"maint\", \"lug_boot\", \"target_rate\"], \"rows\": [{\"maint\": \"high\", \"lug_boot\": \"big\", \"target_rate\": 0.2777777777777778}, {\"maint\": \"med\", \"lug_boot\": \"big\", \"target_rate\": 0.2777777777777778}, {\"maint\": \"med\", \"lug_boot\": \"med\", \"target_rate\": 0.2777777777777778}, {\"maint\": \"high\", \"lug_boot\": \"med\", \"target_rate\": 0.2569444444444444}, {\"maint\": \"med\", \"lug_boot\": \"small\", \"target_rate\": 0.24305555555555555}, {\"maint\": \"low\", \"lug_boot\": \"big\", \"target_rate\": 0.2222222222222222}, {\"maint\": \"low\", \"lug_boot\": \"med\", \"target_rate\": 0.2222222222222222}, {\"maint\": \"vhigh\", \"lug_boot\": \"big\", \"target_rate\": 0.2222222222222222}, {\"maint\": \"high\", \"lug_boot\": \"small\", \"target_rate\": 0.19444444444444445}, {\"maint\": \"low\", \"lug_boot\": \"small\", \"target_rate\": 0.19444444444444445}, {\"maint\": \"vhigh\", \"lug_boot\": \"med\", \"target_rate\": 0.18055555555555555}, {\"maint\": \"vhigh\", \"lug_boot\": \"small\", \"target_rate\": 0.09722222222222222}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4029e2af016365c3f0011bc84c1fc1e9214b8ae4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:15:11.441731+00:00", + "ended_at": "2026-05-04T08:15:22.691465+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_eab5ecb5a40ec580", + "problem_id": "v2p_c2_da0bd59e9de035b2", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=maint, group_col_2=lug_boot, target_col=class.", + "bindings": { + "group_col": "maint", + "group_col_2": "lug_boot", + "target_col": "class", + "target_value": "acc", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_eab5ecb5a40ec580.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_eab5ecb5a40ec580", + "api_calls": 0, + "input_tokens": 21798, + "cached_input_tokens": 20864, + "output_tokens": 138, + "total_tokens": 21936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1708, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1830, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11218.63, + "sql_execution_elapsed_ms_total": 2.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_eab5ecb5a40ec580\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad1a606ea70605e4da8904ef79140fdf4ba932df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eab5ecb5a40ec580/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:22.681088+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11218.63, "started_at": "2026-05-04T08:15:11.443761+00:00", "ended_at": "2026-05-04T08:15:22.661943+00:00", "prompt_metrics": {"chars": 5957, "bytes_utf8": 5957, "lines": 183, "estimated_tokens": 1708}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21798, "cached_input_tokens": 20864, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:15:11.627263Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:13.943506Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "buying", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "small", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77201aee6fa5a1296afd2fc1c4122a27d60b9e99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-0dea-7430-904f-f18263ccb343"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'small'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col bound to \\\"buying\\\" and predicate \\\"lug_boot\\\" = 'small' on the single table \\\"c2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21743,"cached_input_tokens":19840,"output_tokens":116}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4def79950a4837bbf1ff47f1188110ffc3685bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"lug_boot\" = 'small'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 19;","notes":"Uses the required Filtered Top-k Group Count template with group_col bound to \"buying\" and predicate \"lug_boot\" = 'small' on the single table \"c2\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd0fb2d1a8329e62b1109f1637fd8656b01fd1bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:33.845583Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:36.122742Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:45.474611Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..600659da69a127684e1804b039a93b3fcedc93ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying. +Result preview: [{"buying": "vhigh", "support": 144}, {"buying": "med", "support": 144}, {"buying": "low", "support": 144}, {"buying": "high", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9ba9797d1171cf071ef01d1920ff2e8496502a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_eddde72db2ee0b51 +-- problem_id: v2p_c2_7d7a5a2f9feba6e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "lug_boot" = 'small' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0840abd9386b5d6e58d31d84e8a11168f205f7df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"buying\", COUNT(*) AS support\nFROM \"c2\"\nWHERE \"lug_boot\" = 'small'\nGROUP BY \"buying\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"buying\\\", COUNT(*) AS support\\nFROM \\\"c2\\\"\\nWHERE \\\"lug_boot\\\" = 'small'\\nGROUP BY \\\"buying\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"buying\", \"support\"], \"rows\": [{\"buying\": \"vhigh\", \"support\": 144}, {\"buying\": \"med\", \"support\": 144}, {\"buying\": \"low\", \"support\": 144}, {\"buying\": \"high\", \"support\": 144}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ebdf926cd86f956dda3a0a6872a30c0ae78191e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:21:33.569032+00:00", + "ended_at": "2026-05-04T08:21:46.484164+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_eddde72db2ee0b51", + "problem_id": "v2p_c2_7d7a5a2f9feba6e8", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=buying.", + "bindings": { + "group_col": "buying", + "predicate_col": "lug_boot", + "predicate_op": "=", + "predicate_value": "small", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_eddde72db2ee0b51.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_eddde72db2ee0b51", + "api_calls": 0, + "input_tokens": 21743, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 21859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1655, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1755, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12886.65, + "sql_execution_elapsed_ms_total": 0.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_eddde72db2ee0b51\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02138dcc32355f78c3bd154320e223ea6cee646f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_eddde72db2ee0b51/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:46.474968+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12886.65, "started_at": "2026-05-04T08:21:33.569032+00:00", "ended_at": "2026-05-04T08:21:46.458068+00:00", "prompt_metrics": {"chars": 5851, "bytes_utf8": 5851, "lines": 182, "estimated_tokens": 1655}, "response_metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21743, "cached_input_tokens": 19840, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:21:33.845583Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:36.122742Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=doors, group_col_2=persons, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "doors", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ac3e2e1271a86d422dabc6bbe88f982582b9ccb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-1694-7681-92d7-24376129f319"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the required Two-Axis Target Rate Surface template with group_col=\\\"doors\\\", group_col_2=\\\"persons\\\", target_col=\\\"class\\\", and target_value='unacc'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21797,"cached_input_tokens":21376,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc12e2a5771010eea7888439aafe4ab9299bc0ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"persons\"\nORDER BY target_rate DESC;","notes":"Used the required Two-Axis Target Rate Surface template with group_col=\"doors\", group_col_2=\"persons\", target_col=\"class\", and target_value='unacc'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cfb3f5267c8d57d173b3d35db505223e420f826 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:08.385134Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:10.717551Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:20.243771Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fa305f41cdf90269a44029ae711d0cba4bee044 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=doors, group_col_2=persons, target_col=class. +Result preview: [{"doors": "2", "persons": "2", "target_rate": 1.0}, {"doors": "3", "persons": "2", "target_rate": 1.0}, {"doors": "4", "persons": "2", "target_rate": 1.0}, {"doors": "5more", "persons": "2", "target_rate": 1.0}, {"doors": "2", "persons": "more", "target_rate": 0.6944444444444444}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11cf7d3cb667dbb309a423a8064f2535e67c51f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_ee91e779f1cbe10c +-- problem_id: v2p_c2_49fd27f9cf60862d +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7a69bb4be2c022dfc051da3ffd513464afb3625 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"doors\", \"persons\",\n AVG(CASE WHEN \"class\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c2\"\nGROUP BY \"doors\", \"persons\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"doors\\\", \\\"persons\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'unacc' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\", \\\"persons\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"doors\", \"persons\", \"target_rate\"], \"rows\": [{\"doors\": \"2\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"3\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"4\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"5more\", \"persons\": \"2\", \"target_rate\": 1.0}, {\"doors\": \"2\", \"persons\": \"more\", \"target_rate\": 0.6944444444444444}, {\"doors\": \"2\", \"persons\": \"4\", \"target_rate\": 0.5694444444444444}, {\"doors\": \"3\", \"persons\": \"4\", \"target_rate\": 0.5694444444444444}, {\"doors\": \"3\", \"persons\": \"more\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"4\", \"persons\": \"4\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"4\", \"persons\": \"more\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"5more\", \"persons\": \"4\", \"target_rate\": 0.5138888888888888}, {\"doors\": \"5more\", \"persons\": \"more\", \"target_rate\": 0.5138888888888888}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..28dd7df2905297d8d88e1669ceab5d3661dc2ad7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:16:08.212886+00:00", + "ended_at": "2026-05-04T08:16:20.980464+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_ee91e779f1cbe10c", + "problem_id": "v2p_c2_49fd27f9cf60862d", + "dataset_id": "c2", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=doors, group_col_2=persons, target_col=class.", + "bindings": { + "group_col": "doors", + "group_col_2": "persons", + "target_col": "class", + "target_value": "unacc", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_ee91e779f1cbe10c.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_ee91e779f1cbe10c", + "api_calls": 0, + "input_tokens": 21797, + "cached_input_tokens": 21376, + "output_tokens": 137, + "total_tokens": 21934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1707, + "estimated_output_tokens": 121, + "estimated_total_tokens": 1828, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12733.99, + "sql_execution_elapsed_ms_total": 1.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_ee91e779f1cbe10c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2422c53f61b1cde202811b7dfc42c5f485bb2259 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_ee91e779f1cbe10c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:20.971520+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12733.99, "started_at": "2026-05-04T08:16:08.214903+00:00", "ended_at": "2026-05-04T08:16:20.948869+00:00", "prompt_metrics": {"chars": 5964, "bytes_utf8": 5964, "lines": 183, "estimated_tokens": 1707}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 21797, "cached_input_tokens": 21376, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:16:08.385134Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:10.717551Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "safety", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "4", + "entity_col": "safety", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69db9ec982f17e2709274cf60ea6def3a4aa5267 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-8cab-7a00-97ff-39c8f16701ca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '4'\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided template and bindings exactly: group_col=\\\"safety\\\", entity_col=\\\"safety\\\", predicate \\\"doors\\\" = '4', top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21774,"cached_input_tokens":21376,"output_tokens":185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e57d147909713ac5f53f7dc6d3d06b57dca7425 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nWHERE \"doors\" = '4'\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 18;","notes":"Applied the provided template and bindings exactly: group_col=\"safety\", entity_col=\"safety\", predicate \"doors\" = '4', top_k=18."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5125ed29a1fcb9804d746e1d6999e64aa017e08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:51.558564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:54.061452Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:04.675668Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4351864c37df1859c76622668794c2381b8f1447 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety. +Result preview: [{"safety": "med", "distinct_entities": 1}, {"safety": "low", "distinct_entities": 1}, {"safety": "high", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..94e99670dcb22635fe36d862943079aa168bd2bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_f0fb84acf91ba7a5 +-- problem_id: v2p_c2_6bb456fa7b5c5d57 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +WHERE "doors" = '4' +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b1ce9966159712f96630d3cfd34d573b1a5186f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"safety\", COUNT(DISTINCT \"safety\") AS distinct_entities\nFROM \"c2\"\nWHERE \"doors\" = '4'\nGROUP BY \"safety\"\nORDER BY distinct_entities DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"safety\\\", COUNT(DISTINCT \\\"safety\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nWHERE \\\"doors\\\" = '4'\\nGROUP BY \\\"safety\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 18;\", \"columns\": [\"safety\", \"distinct_entities\"], \"rows\": [{\"safety\": \"med\", \"distinct_entities\": 1}, {\"safety\": \"low\", \"distinct_entities\": 1}, {\"safety\": \"high\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 0.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cbe66f7be432ac1a3e8e3ef2b727200785e26b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:42:51.227322+00:00", + "ended_at": "2026-05-04T08:43:05.462134+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_f0fb84acf91ba7a5", + "problem_id": "v2p_c2_6bb456fa7b5c5d57", + "dataset_id": "c2", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "predicate_col": "doors", + "predicate_op": "=", + "predicate_value": "4", + "entity_col": "safety", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_f0fb84acf91ba7a5.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_f0fb84acf91ba7a5", + "api_calls": 0, + "input_tokens": 21774, + "cached_input_tokens": 21376, + "output_tokens": 185, + "total_tokens": 21959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1788, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14206.37, + "sql_execution_elapsed_ms_total": 0.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_f0fb84acf91ba7a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a31420b88c12d30e9059903fcf82ccba70487a8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f0fb84acf91ba7a5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:43:05.453673+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14206.37, "started_at": "2026-05-04T08:42:51.229658+00:00", "ended_at": "2026-05-04T08:43:05.434781+00:00", "prompt_metrics": {"chars": 5984, "bytes_utf8": 5984, "lines": 184, "estimated_tokens": 1686}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21774, "cached_input_tokens": 21376, "output_tokens": 185}, "stderr_preview": "2026-05-04T08:42:51.558564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:54.061452Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "persons", + "entity_col": "persons", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ff07bd0d20db7a02e292f4075f5620c9d24d795 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-f3e0-72b0-ab30-fd0e266459b0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided template with fixed bindings: group_col=\\\"persons\\\", entity_col=\\\"persons\\\", top_k=12. Because the distinct entity column is the same as the grouping column, each group will have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":20864,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3217eced04389b877a2154c833086fb4759b5695 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Applied the provided template with fixed bindings: group_col=\"persons\", entity_col=\"persons\", top_k=12. Because the distinct entity column is the same as the grouping column, each group will have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0027bb32c681e53f26554eb8c605aebb00eeee42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:55.771653Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:58.160548Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:08.612391Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fad9e710ddfb575eef5682006df0354b99acee0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons. +Result preview: [{"persons": "more", "distinct_entities": 1}, {"persons": "4", "distinct_entities": 1}, {"persons": "2", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fbd2234a43f26e7e0714c96fd904b732e7853a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_f20e2fddc85ebb9a +-- problem_id: v2p_c2_e5049e070953e0c4 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14aaacc3da9cce41d05e4c9066e21b495828313e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"persons\", COUNT(DISTINCT \"persons\") AS distinct_entities\nFROM \"c2\"\nGROUP BY \"persons\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"persons\\\", COUNT(DISTINCT \\\"persons\\\") AS distinct_entities\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"persons\", \"distinct_entities\"], \"rows\": [{\"persons\": \"more\", \"distinct_entities\": 1}, {\"persons\": \"4\", \"distinct_entities\": 1}, {\"persons\": \"2\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb6b3f45b71d14d2d9823368470508692b661d6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:38:55.571846+00:00", + "ended_at": "2026-05-04T08:39:09.374664+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_f20e2fddc85ebb9a", + "problem_id": "v2p_c2_e5049e070953e0c4", + "dataset_id": "c2", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=persons.", + "bindings": { + "group_col": "persons", + "entity_col": "persons", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_f20e2fddc85ebb9a.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_f20e2fddc85ebb9a", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 151, + "total_tokens": 21870, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1631, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1734, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13776.74, + "sql_execution_elapsed_ms_total": 1.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_f20e2fddc85ebb9a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..919c382f6d07fa6bda17d9d554096b2265d74ca0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f20e2fddc85ebb9a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:09.367050+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13776.74, "started_at": "2026-05-04T08:38:55.573548+00:00", "ended_at": "2026-05-04T08:39:09.350261+00:00", "prompt_metrics": {"chars": 5778, "bytes_utf8": 5778, "lines": 180, "estimated_tokens": 1631}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 151}, "stderr_preview": "2026-05-04T08:38:55.771653Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:58.160548Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=persons, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "persons", + "target_col": "class", + "target_value": "vgood", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a1df8dc013df6184c75f36bc829cff4046dec05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-be46-72a1-ab95-3e14d4bb0a46"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"persons\\\", target_col=\\\"class\\\", target_value='vgood', min_support=5, and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":20864,"output_tokens":216}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5050ef41f3ae6eb2147c9118cf735db71666d6d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"persons\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"persons\", target_col=\"class\", target_value='vgood', min_support=5, and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1d5e0f16637d4298a078f071505c33d3356f46b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:52.253118Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:54.558456Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:04.969716Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..35b90bf7a11d700febde79715121e4a07c7b12a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=persons, target_col=class. +Result preview: [{"persons": "more", "support": 576, "focus_rate": 0.06076388888888889}, {"persons": "4", "support": 576, "focus_rate": 0.052083333333333336}, {"persons": "2", "support": 576, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a1196e001d8e0aa96efb9541e95154d6291866b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_f77c0809443ecbb5 +-- problem_id: v2p_c2_8c8f51a9aac6d0a2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "persons" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3e8efb85a78c85095c32fc8d0ff1beaf799e793 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"persons\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c2\"\nGROUP BY \"persons\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"persons\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"persons\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"persons\", \"support\", \"focus_rate\"], \"rows\": [{\"persons\": \"more\", \"support\": 576, \"focus_rate\": 0.06076388888888889}, {\"persons\": \"4\", \"support\": 576, \"focus_rate\": 0.052083333333333336}, {\"persons\": \"2\", \"support\": 576, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.45}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0679ff25b1e3d35bd9bc08189e5c5bb610fb9c2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:28:52.028245+00:00", + "ended_at": "2026-05-04T08:29:05.779510+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_f77c0809443ecbb5", + "problem_id": "v2p_c2_8c8f51a9aac6d0a2", + "dataset_id": "c2", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=persons, target_col=class.", + "bindings": { + "group_col": "persons", + "target_col": "class", + "target_value": "vgood", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_f77c0809443ecbb5.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_f77c0809443ecbb5", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 216, + "total_tokens": 22025, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13723.04, + "sql_execution_elapsed_ms_total": 1.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_f77c0809443ecbb5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..006db4bb3e6247fbafb76d6a3f6b323f78fa6e91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:05.771412+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13723.04, "started_at": "2026-05-04T08:28:52.031817+00:00", "ended_at": "2026-05-04T08:29:05.753560+00:00", "prompt_metrics": {"chars": 5997, "bytes_utf8": 5997, "lines": 181, "estimated_tokens": 1721}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21809, "cached_input_tokens": 20864, "output_tokens": 216}, "stderr_preview": "2026-05-04T08:28:52.253118Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:54.558456Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"persons\\\", target_col=\\\"class\\\", target_value='vgood', min_support=5, and top_k=12.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..589294cf3b2061c5568bd6994b96d49e206b62ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_f77c0809443ecbb5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_f77c0809443ecbb5", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 216, + "total_tokens": 22025, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13723.04, + "sql_execution_elapsed_ms_total": 1.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_f77c0809443ecbb5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8d1674df88bff9f760a31406b9c4d5144d8f2a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5963, "bytes_utf8": 5963, "lines": 184, "estimated_tokens": 1698}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21788, "cached_input_tokens": 19840, "output_tokens": 126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9594d2dcc19a8dd3a0b96eb38f274eb5024b4095 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_fa40e2289bf71f70", + "api_calls": 0, + "input_tokens": 21788, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 21914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1698, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11004.43, + "sql_execution_elapsed_ms_total": 1.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_fa40e2289bf71f70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..733508cf1856f765f0fef47b743c6207fdc1676b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:08:47.845131+00:00", + "ended_at": "2026-05-04T08:08:58.848424+00:00", + "elapsed_ms": 11004.43, + "prompt_metrics": { + "chars": 5963, + "bytes_utf8": 5963, + "lines": 184, + "estimated_tokens": 1698 + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13174 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 429, + "bytes_utf8": 429, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 21788, + "cached_input_tokens": 19840, + "output_tokens": 126 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d322f96a17747f683d5d17fdda30900b9c01331 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=doors.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "buying", + "group_col_2": "doors", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "low", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aed3084b64cd6c1de41d2b81087010c78b50156 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-5e68-78b1-a236-8e3e96e26a27"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"doors\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'low'\\nGROUP BY \\\"buying\\\", \\\"doors\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"buying\\\", group_col_2=\\\"doors\\\", and predicate \\\"maint\\\" = 'low'. SQLite-compatible and limited to the single table/allowed columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21788,"cached_input_tokens":19840,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c51f42f0f0389a291cd94a544a7960d9b2afe78c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"doors\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"maint\" = 'low'\nGROUP BY \"buying\", \"doors\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"buying\", group_col_2=\"doors\", and predicate \"maint\" = 'low'. SQLite-compatible and limited to the single table/allowed columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a011014680cfe5a017b50e2b13c9d62a65975960 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:48.042635Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:50.512610Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:57.924742Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee693b9a15dd055467c0bb409bdc8936cd701d15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=doors. +Result preview: [{"buying": "high", "doors": "2", "row_count": 27}, {"buying": "high", "doors": "3", "row_count": 27}, {"buying": "high", "doors": "4", "row_count": 27}, {"buying": "high", "doors": "5more", "row_count": 27}, {"buying": "low", "doors": "2", "row_count": 27}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a420c1e6230f248f9cb2c55349a08b00e7ef679b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_fa40e2289bf71f70 +-- problem_id: v2p_c2_ac9bc69c4fcb7205 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "doors", COUNT(*) AS row_count +FROM "c2" +WHERE "maint" = 'low' +GROUP BY "buying", "doors" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b469818ce4e5cfc746c86ed246479cae2c550a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"buying\", \"doors\", COUNT(*) AS row_count\nFROM \"c2\"\nWHERE \"maint\" = 'low'\nGROUP BY \"buying\", \"doors\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"buying\\\", \\\"doors\\\", COUNT(*) AS row_count\\nFROM \\\"c2\\\"\\nWHERE \\\"maint\\\" = 'low'\\nGROUP BY \\\"buying\\\", \\\"doors\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"buying\", \"doors\", \"row_count\"], \"rows\": [{\"buying\": \"high\", \"doors\": \"2\", \"row_count\": 27}, {\"buying\": \"high\", \"doors\": \"3\", \"row_count\": 27}, {\"buying\": \"high\", \"doors\": \"4\", \"row_count\": 27}, {\"buying\": \"high\", \"doors\": \"5more\", \"row_count\": 27}, {\"buying\": \"low\", \"doors\": \"2\", \"row_count\": 27}, {\"buying\": \"low\", \"doors\": \"3\", \"row_count\": 27}, {\"buying\": \"low\", \"doors\": \"4\", \"row_count\": 27}, {\"buying\": \"low\", \"doors\": \"5more\", \"row_count\": 27}, {\"buying\": \"med\", \"doors\": \"2\", \"row_count\": 27}, {\"buying\": \"med\", \"doors\": \"3\", \"row_count\": 27}, {\"buying\": \"med\", \"doors\": \"4\", \"row_count\": 27}, {\"buying\": \"med\", \"doors\": \"5more\", \"row_count\": 27}, {\"buying\": \"vhigh\", \"doors\": \"2\", \"row_count\": 27}, {\"buying\": \"vhigh\", \"doors\": \"3\", \"row_count\": 27}, {\"buying\": \"vhigh\", \"doors\": \"4\", \"row_count\": 27}, {\"buying\": \"vhigh\", \"doors\": \"5more\", \"row_count\": 27}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..03c60fc73cec727255d6bb3ca79562c9d1c51d87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:08:47.842987+00:00", + "ended_at": "2026-05-04T08:08:58.882946+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_fa40e2289bf71f70", + "problem_id": "v2p_c2_ac9bc69c4fcb7205", + "dataset_id": "c2", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=buying, group_col_2=doors.", + "bindings": { + "group_col": "buying", + "group_col_2": "doors", + "predicate_col": "maint", + "predicate_op": "=", + "predicate_value": "low", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_fa40e2289bf71f70.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_fa40e2289bf71f70", + "api_calls": 0, + "input_tokens": 21788, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 21914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1698, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11004.43, + "sql_execution_elapsed_ms_total": 1.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_fa40e2289bf71f70\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ec00f3033e1d7a5d18b964b046f58a162c9392a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fa40e2289bf71f70/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:58.870314+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11004.43, "started_at": "2026-05-04T08:08:47.845131+00:00", "ended_at": "2026-05-04T08:08:58.848424+00:00", "prompt_metrics": {"chars": 5963, "bytes_utf8": 5963, "lines": 184, "estimated_tokens": 1698}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21788, "cached_input_tokens": 19840, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:08:48.042635Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:50.512610Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=doors, condition_col=doors.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b77cc68f21a23f0a0db2042405d19663efeb887 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-0641-71b1-bd2b-ac48811b4311"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"doors\\\", condition_col=\\\"doors\\\", and condition_value='2'. This measures the within-group proportion of rows where each doors group equals '2', which will be 1 for group '2' and 0 for other door categories.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21757,"cached_input_tokens":20864,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abfabc5931a22129138a902f04c08bf483396d9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"doors\", condition_col=\"doors\", and condition_value='2'. This measures the within-group proportion of rows where each doors group equals '2', which will be 1 for group '2' and 0 for other door categories."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa471427289b283a540dbd58c0a358302513e8f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:26.370513Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:28.786974Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:38.128013Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..262c98193270e5d3b6bf28cdb4444d0fbe22863d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=doors, condition_col=doors. +Result preview: [{"doors": "2", "condition_rate": 1.0}, {"doors": "5more", "condition_rate": 0.0}, {"doors": "4", "condition_rate": 0.0}, {"doors": "3", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d7b209d28ceec6b8d776ba407ed5a87c08e2ebb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_fd36f1028fbc3ea8 +-- problem_id: v2p_c2_fb2b66b1c0f78473 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3a542ac8fa20d49bd330bf7659b165cbfa4db5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"doors\",\n AVG(CASE WHEN \"doors\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c2\"\nGROUP BY \"doors\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"doors\\\",\\n AVG(CASE WHEN \\\"doors\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c2\\\"\\nGROUP BY \\\"doors\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"doors\", \"condition_rate\"], \"rows\": [{\"doors\": \"2\", \"condition_rate\": 1.0}, {\"doors\": \"5more\", \"condition_rate\": 0.0}, {\"doors\": \"4\", \"condition_rate\": 0.0}, {\"doors\": \"3\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..18fa99296d6603976c0260c426497d3f769a4862 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:20:26.159940+00:00", + "ended_at": "2026-05-04T08:20:38.909702+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_fd36f1028fbc3ea8", + "problem_id": "v2p_c2_fb2b66b1c0f78473", + "dataset_id": "c2", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=doors, condition_col=doors.", + "bindings": { + "group_col": "doors", + "condition_col": "doors", + "condition_value": "2", + "positive_value": "2", + "negative_value": "3", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_fd36f1028fbc3ea8.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_fd36f1028fbc3ea8", + "api_calls": 0, + "input_tokens": 21757, + "cached_input_tokens": 20864, + "output_tokens": 140, + "total_tokens": 21897, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1667, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1791, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12714.62, + "sql_execution_elapsed_ms_total": 1.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_fd36f1028fbc3ea8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a08113d4089db20ffc9701f0c9bf394ce296752 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_fd36f1028fbc3ea8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:38.900657+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12714.62, "started_at": "2026-05-04T08:20:26.163836+00:00", "ended_at": "2026-05-04T08:20:38.878697+00:00", "prompt_metrics": {"chars": 5904, "bytes_utf8": 5904, "lines": 183, "estimated_tokens": 1667}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21757, "cached_input_tokens": 20864, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:20:26.370513Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:28.786974Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c2 +- dataset_name: Car Evaluation +- table_name: c2 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one car configuration described by six ordinal categorical attributes. +- task_type: classification +- target_column: class +- main_row_count: 1728 +- important_fields: +- buying: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Buying price category. +- maint: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high', 'vhigh'] tags=['condition_candidate', 'subgroup_candidate'] desc=Maintenance cost category. +- doors: role=feature, type=categorical_ordinal_count_like. ordered=['2', '3', '4', '5more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Number of doors (count-like ordinal category). +- persons: role=feature, type=categorical_ordinal_count_like. ordered=['2', '4', 'more'] tags=['condition_candidate', 'subgroup_candidate'] desc=Passenger capacity category (count-like). +- lug_boot: role=feature, type=categorical_ordinal. ordered=['small', 'med', 'big'] tags=['condition_candidate', 'subgroup_candidate'] desc=Luggage boot size category. +- safety: role=feature, type=categorical_ordinal. ordered=['low', 'med', 'high'] tags=['condition_candidate', 'subgroup_candidate'] desc=Safety rating category. +- class: role=target, type=categorical_ordinal_target. ordered=['unacc', 'acc', 'good', 'vgood'] tags=['target_candidate'] desc=Car acceptability class label. +- useful_field_combinations: [['safety', 'persons', 'class'], ['buying', 'maint', 'class'], ['lug_boot', 'safety', 'class']] +- fields_requiring_caution: ['class', 'doors', 'persons'] +- source_url: https://archive.ics.uci.edu/dataset/19/car+evaluation + +SQLite schema snapshot: +{ + "table_name": "c2", + "quoted_table_name": "\"c2\"", + "row_count": 1728, + "columns": [ + { + "name": "buying", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "maint", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "doors", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "persons", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "lug_boot", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "safety", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "med", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "small", + "safety": "high", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "low", + "class": "unacc" + }, + { + "buying": "vhigh", + "maint": "vhigh", + "doors": "2", + "persons": "2", + "lug_boot": "med", + "safety": "med", + "class": "unacc" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c2", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=safety.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "safety", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..448b08d06b3a1436233279f4389eed301d8537f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-f1ab-7991-8ff5-d54639958c0e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 13;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"safety\\\" and top_k set to 13. Uses only the single table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21704,"cached_input_tokens":19840,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81759a58b7b06b115418e427ac9fe3871008882c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 13;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"safety\" and top_k set to 13. Uses only the single table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6eeb9d8fd0c1e1fbfaf8cddb000a79c5b13f1ea1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:33.059454Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:35.465277Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:44.405494Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..346a5c7004b1ff6d001a54ac42e842ab22554496 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=safety. +Result preview: [{"safety": "high", "support": 576}, {"safety": "low", "support": 576}, {"safety": "med", "support": 576}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..841ab383a1ec841e0ff8591dfacb9c10e8d892d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_feaaf72ad059cd6b +-- problem_id: v2p_c2_1d8401f799683134 +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef0c9d748ac5f548ce3b9d7812ec8329b5cbdb8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"safety\",\n COUNT(*) AS support\nFROM \"c2\"\nGROUP BY \"safety\"\nORDER BY support ASC, \"safety\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"safety\\\",\\n COUNT(*) AS support\\nFROM \\\"c2\\\"\\nGROUP BY \\\"safety\\\"\\nORDER BY support ASC, \\\"safety\\\"\\nLIMIT 13;\", \"columns\": [\"safety\", \"support\"], \"rows\": [{\"safety\": \"high\", \"support\": 576}, {\"safety\": \"low\", \"support\": 576}, {\"safety\": \"med\", \"support\": 576}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ce11f828f5108dac118e32dae90c99b126f3cb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c2", + "started_at": "2026-05-04T08:34:32.852386+00:00", + "ended_at": "2026-05-04T08:34:45.414645+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c2_feaaf72ad059cd6b", + "problem_id": "v2p_c2_1d8401f799683134", + "dataset_id": "c2", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=safety.", + "bindings": { + "group_col": "safety", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\sql\\v2q_c2_feaaf72ad059cd6b.sql", + "usage_summary": { + "dataset_id": "c2", + "model": "v2-cli:codex", + "run_id": "v2q_c2_feaaf72ad059cd6b", + "api_calls": 0, + "input_tokens": 21704, + "cached_input_tokens": 19840, + "output_tokens": 128, + "total_tokens": 21832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1616, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1713, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12525.66, + "sql_execution_elapsed_ms_total": 2.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c2\\artifacts\\v2q_c2_feaaf72ad059cd6b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0261220f31c7eccbf768088054dadbdade4f0bac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/artifacts/v2q_c2_feaaf72ad059cd6b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:45.402585+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12525.66, "started_at": "2026-05-04T08:34:32.854757+00:00", "ended_at": "2026-05-04T08:34:45.380594+00:00", "prompt_metrics": {"chars": 5651, "bytes_utf8": 5651, "lines": 178, "estimated_tokens": 1616}, "response_metrics": {"chars": 363, "bytes_utf8": 363, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21704, "cached_input_tokens": 19840, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:34:33.059454Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:35.465277Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_057b69b852f8f263.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_057b69b852f8f263.sql new file mode 100644 index 0000000000000000000000000000000000000000..731026d9780738b9a294f20e7d0849e47a5bdb04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_057b69b852f8f263.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_057b69b852f8f263 +-- problem_id: v2p_c2_8f60f5830bdddf24 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "class", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "class" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0600353784cdff0b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0600353784cdff0b.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3619e69c9c1a61315d50b0c94065ff69f07492b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0600353784cdff0b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_0600353784cdff0b +-- problem_id: v2p_c2_ef5f29ad2a0e4075 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_068dab2f2e32f206.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_068dab2f2e32f206.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f65c1062bf73c65ad9c1ba8346502cade96a232 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_068dab2f2e32f206.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_068dab2f2e32f206 +-- problem_id: v2p_c2_bcb51d26b5b52d73 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(DISTINCT "lug_boot") AS distinct_entities +FROM "c2" +GROUP BY "lug_boot" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_06a19f9d880447a9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_06a19f9d880447a9.sql new file mode 100644 index 0000000000000000000000000000000000000000..945951343147f95381c2005b560f542c5e722fb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_06a19f9d880447a9.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_06a19f9d880447a9 +-- problem_id: v2p_c2_aeb4931266300854 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_086fe3c25c36bc81.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_086fe3c25c36bc81.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8701fd1a37f5f769b3b629f56a237735f58b7d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_086fe3c25c36bc81.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_086fe3c25c36bc81 +-- problem_id: v2p_c2_4a18c0e1a912fe39 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0921a250802b6ece.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0921a250802b6ece.sql new file mode 100644 index 0000000000000000000000000000000000000000..54c51cf1c35dc60e70668074364ef217309726ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0921a250802b6ece.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_0921a250802b6ece +-- problem_id: v2p_c2_1ad240f3eefdcfe4 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "buying" = 'low' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0a10680a8ec61087.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0a10680a8ec61087.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6cde539cd309d257961fd05cbc0014ae5d67421 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0a10680a8ec61087.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_0a10680a8ec61087 +-- problem_id: v2p_c2_be9c2d07c0b8fc73 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '3' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0a7036a60d37006f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0a7036a60d37006f.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ab7a594bd7da4ceac9f31cfd911282b370665fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0a7036a60d37006f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_0a7036a60d37006f +-- problem_id: v2p_c2_333595fdbff5e4a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "persons", COUNT(*) AS row_count +FROM "c2" +WHERE "doors" = '4' +GROUP BY "buying", "persons" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0b48bb0e22fdde0d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0b48bb0e22fdde0d.sql new file mode 100644 index 0000000000000000000000000000000000000000..e373d1541aad5314cbe27ad05d30728198399145 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0b48bb0e22fdde0d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_0b48bb0e22fdde0d +-- problem_id: v2p_c2_ea3caa719a412092 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0f708fe568f112c6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0f708fe568f112c6.sql new file mode 100644 index 0000000000000000000000000000000000000000..9382a483f2b4b2bf04892f50be5b2e4b6703f7a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_0f708fe568f112c6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_0f708fe568f112c6 +-- problem_id: v2p_c2_fc3ef54117e4a027 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(*) AS row_count +FROM "c2" +GROUP BY "safety" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_11ba807321df8d65.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_11ba807321df8d65.sql new file mode 100644 index 0000000000000000000000000000000000000000..7560768869d2cdec12e1a7cf67e9ba2f6814d930 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_11ba807321df8d65.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_11ba807321df8d65 +-- problem_id: v2p_c2_289fbeb2f7ec8f58 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(*) AS support +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "safety" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1544f0f9fad955cb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1544f0f9fad955cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d0a297918e804022d3dde9c77503dfbf9673267 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1544f0f9fad955cb.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_1544f0f9fad955cb +-- problem_id: v2p_c2_3052e95707474ea8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "persons" +ORDER BY support ASC, "persons" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_164372c53c26a19c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_164372c53c26a19c.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e6a942e932ca6d84ac4e4fac8f6a29cbaa15739 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_164372c53c26a19c.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_164372c53c26a19c +-- problem_id: v2p_c2_9709bb3a1e305ec6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying" +ORDER BY support ASC, "buying" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1853a62a91cb9326.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1853a62a91cb9326.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfb41c69d577e84745fbc3f0e3f3f554393a7a3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1853a62a91cb9326.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_1853a62a91cb9326 +-- problem_id: v2p_c2_9ebb9a1e51496bcf +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_18eb5d7861a8ab96.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_18eb5d7861a8ab96.sql new file mode 100644 index 0000000000000000000000000000000000000000..579e3207ce00b3dc471407dbc215ee9ba3ce3e1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_18eb5d7861a8ab96.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_18eb5d7861a8ab96 +-- problem_id: v2p_c2_b1cd963e2dd9d3de +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "maint", "lug_boot" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1a1c77bab8d23504.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1a1c77bab8d23504.sql new file mode 100644 index 0000000000000000000000000000000000000000..48dfce37060f7d0b83c8bf1eac04febb000bc34f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1a1c77bab8d23504.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_1a1c77bab8d23504 +-- problem_id: v2p_c2_3d5bf320dc6e14f6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY support ASC, "maint", "safety" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1b2b57d70dff9526.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1b2b57d70dff9526.sql new file mode 100644 index 0000000000000000000000000000000000000000..678182ef94c5bfc6f696b633d2b387c089ad5146 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1b2b57d70dff9526.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_1b2b57d70dff9526 +-- problem_id: v2p_c2_256b0003e12754e1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "class" +ORDER BY support ASC, "buying", "class" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1b53b134ef31af3f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1b53b134ef31af3f.sql new file mode 100644 index 0000000000000000000000000000000000000000..34241a08e70de3445d7a76ebac57d5f8b77f39bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1b53b134ef31af3f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_1b53b134ef31af3f +-- problem_id: v2p_c2_f514d9b74ccf7651 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS support +FROM "c2" +WHERE "maint" = 'low' +GROUP BY "lug_boot" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1cf762a525e78655.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1cf762a525e78655.sql new file mode 100644 index 0000000000000000000000000000000000000000..c941276737d638b291c7e3d24036fd1251e58067 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1cf762a525e78655.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_1cf762a525e78655 +-- problem_id: v2p_c2_bc727d5e6705ea29 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +WHERE "persons" = '4' +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1d5f12779f2ce617.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1d5f12779f2ce617.sql new file mode 100644 index 0000000000000000000000000000000000000000..372f7435d795e722d61d186754c66add3b57db33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1d5f12779f2ce617.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_1d5f12779f2ce617 +-- problem_id: v2p_c2_90b761211072a736 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c2" +GROUP BY "doors", "persons" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1d983e811e5be28b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1d983e811e5be28b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9c0683f2cd4095c4bbf9b7b8cf3f7d5ad727837 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1d983e811e5be28b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_1d983e811e5be28b +-- problem_id: v2p_c2_21ee5a1b83716c91 +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "safety" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1eac419ff3f8777a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1eac419ff3f8777a.sql new file mode 100644 index 0000000000000000000000000000000000000000..e82057949b9a65415e8dcaae90968481d4742307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1eac419ff3f8777a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_1eac419ff3f8777a +-- problem_id: v2p_c2_e47c99b1b3db447e +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +WHERE "buying" = 'low' +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1f46c7591cb8796f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1f46c7591cb8796f.sql new file mode 100644 index 0000000000000000000000000000000000000000..5842c5df56556fc990c014b9c5f253e2c1377319 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_1f46c7591cb8796f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_1f46c7591cb8796f +-- problem_id: v2p_c2_9d4d5ee644e2a9de +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "persons", + COUNT(*) AS "support" +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY "support" ASC, "maint", "persons" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_21e35b155e35a4fe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_21e35b155e35a4fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..f04e9845d3610d0d10de55fc0d72d9a41c8780f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_21e35b155e35a4fe.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_21e35b155e35a4fe +-- problem_id: v2p_c2_7e18d90adf608ef9 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "persons", COUNT(*) AS "support" +FROM "c2" +GROUP BY "doors", "persons" +ORDER BY "support" DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_22da9b7d572afe9e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_22da9b7d572afe9e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d01f2830a169ef85849adfd60157199076e64db0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_22da9b7d572afe9e.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_22da9b7d572afe9e +-- problem_id: v2p_c2_24b38ab0a2f6e939 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_238a91c7ee85abd8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_238a91c7ee85abd8.sql new file mode 100644 index 0000000000000000000000000000000000000000..af6011c612243fadcae4709bee273a368466dacb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_238a91c7ee85abd8.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_238a91c7ee85abd8 +-- problem_id: v2p_c2_cfb95706394e5a22 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "buying" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "buying" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2422f797a2eb2f63.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2422f797a2eb2f63.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bc971d4aab4401999225e8529d65af59a49cc6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2422f797a2eb2f63.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_2422f797a2eb2f63 +-- problem_id: v2p_c2_48842c140a305a6f +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2500f342d34a0111.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2500f342d34a0111.sql new file mode 100644 index 0000000000000000000000000000000000000000..49e41df7450f5891cfb958eefc0a333720c8455f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2500f342d34a0111.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_2500f342d34a0111 +-- problem_id: v2p_c2_5c92315738c976bb +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "lug_boot" +ORDER BY support ASC, "lug_boot" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_25159c469388a26b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_25159c469388a26b.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d9fffccb93c37565e02a886e52cecec6cff1ae7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_25159c469388a26b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_25159c469388a26b +-- problem_id: v2p_c2_b6ebf8c82f71557d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "safety", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_274494e21182bfa9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_274494e21182bfa9.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ea6a6b95c2db369f5586de0a0bd27498e08e36c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_274494e21182bfa9.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c2_274494e21182bfa9 +-- problem_id: v2p_c2_17f9cbbb6e235dde +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "safety" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "safety" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2798f5263c2f7c8c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2798f5263c2f7c8c.sql new file mode 100644 index 0000000000000000000000000000000000000000..6071bef7cda5d4636baca4f02d12d623b45dfcea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2798f5263c2f7c8c.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_2798f5263c2f7c8c +-- problem_id: v2p_c2_d979311586482d97 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "doors", + SUM(CASE WHEN "doors" = '2' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "doors" = '3' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "doors" +) +SELECT "doors", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_29793afbcf156988.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_29793afbcf156988.sql new file mode 100644 index 0000000000000000000000000000000000000000..bee5e816625841d205c150ac83ee7d7787289a18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_29793afbcf156988.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_29793afbcf156988 +-- problem_id: v2p_c2_2cf1582a7a0308e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(DISTINCT "doors") AS distinct_entities +FROM "c2" +WHERE "doors" = '5more' +GROUP BY "doors" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_29836e99e436a209.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_29836e99e436a209.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c4acc0b8908b911b0cb75cc43f90732a232c041 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_29836e99e436a209.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_29836e99e436a209 +-- problem_id: v2p_c2_0c6efbb73557f4a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "class", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2a191cce236d4449.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2a191cce236d4449.sql new file mode 100644 index 0000000000000000000000000000000000000000..aef0970e287090c1619f5209e25a6e08dd9ff9aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2a191cce236d4449.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_2a191cce236d4449 +-- problem_id: v2p_c2_42eb8154373414d7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2b1f65a1b7d5d6d2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2b1f65a1b7d5d6d2.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1724d0dd26096761eeb96f4f94a19dc11cd59e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2b1f65a1b7d5d6d2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_2b1f65a1b7d5d6d2 +-- problem_id: v2p_c2_eb95e8629f4944f7 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "safety", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "safety" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2dd822d1c8b3fb17.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2dd822d1c8b3fb17.sql new file mode 100644 index 0000000000000000000000000000000000000000..34d8b7c9e3700e481200dc73dc16a7324c760b8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_2dd822d1c8b3fb17.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_2dd822d1c8b3fb17 +-- problem_id: v2p_c2_6f0bead1c600c23b +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "safety" +ORDER BY support ASC, "buying", "safety" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3118319e52501924.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3118319e52501924.sql new file mode 100644 index 0000000000000000000000000000000000000000..30d8244cdeb15afa5d60936942b2458f3205eb1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3118319e52501924.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_3118319e52501924 +-- problem_id: v2p_c2_e515b652e4a3a4f9 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3239bda3c78b00f5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3239bda3c78b00f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..498c71cdb6207a61369ff8f9a6858a696d64a2fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3239bda3c78b00f5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_3239bda3c78b00f5 +-- problem_id: v2p_c2_d5e95d7d67fc2c83 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_34537e335777035b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_34537e335777035b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f684a7979a693295b6adeaab069d76cfa7811603 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_34537e335777035b.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_34537e335777035b +-- problem_id: v2p_c2_d29460be9e7ab7d1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support +FROM "c2" +GROUP BY "doors" +ORDER BY support ASC, "doors" +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_36faee68b5beb83b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_36faee68b5beb83b.sql new file mode 100644 index 0000000000000000000000000000000000000000..616e17824107b43dbbe4a865e0bcc03eefd4bf46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_36faee68b5beb83b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_36faee68b5beb83b +-- problem_id: v2p_c2_8f021547e48b2c11 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3702e0ab01a405fe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3702e0ab01a405fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..e89f94261ed2c9def2b35ce128c0c9820a48148e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3702e0ab01a405fe.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_3702e0ab01a405fe +-- problem_id: v2p_c2_f3f1fa5938cd28a8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY support ASC, "buying", "lug_boot" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_376bcfef62255526.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_376bcfef62255526.sql new file mode 100644 index 0000000000000000000000000000000000000000..02696c7a4b681358dd8eccfdbcecd2f54a2dbea3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_376bcfef62255526.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_376bcfef62255526 +-- problem_id: v2p_c2_2dad9f9d4274aec1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "lug_boot" +ORDER BY support ASC, "maint", "lug_boot" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3817826812c13882.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3817826812c13882.sql new file mode 100644 index 0000000000000000000000000000000000000000..14bbaed3e5dca167cb58068643c403f87a481b00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3817826812c13882.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_3817826812c13882 +-- problem_id: v2p_c2_0ae0bd25b574cd34 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3a7f01f235d52991.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3a7f01f235d52991.sql new file mode 100644 index 0000000000000000000000000000000000000000..20cc6f29798f3a12d867f58814e73566313a742e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3a7f01f235d52991.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_3a7f01f235d52991 +-- problem_id: v2p_c2_d2b2efc9ce49e1ae +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS support +FROM "c2" +WHERE "lug_boot" = 'small' +GROUP BY "lug_boot" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3a9b8c0ea972febb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3a9b8c0ea972febb.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b29a25860f21db67b73371d52cc6208d239f4d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3a9b8c0ea972febb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_3a9b8c0ea972febb +-- problem_id: v2p_c2_981c28326f359bcf +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "class", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3bb8520905209515.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3bb8520905209515.sql new file mode 100644 index 0000000000000000000000000000000000000000..435ca6ef80b2cf2157fc5f95710d7c7157fcf7ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3bb8520905209515.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_3bb8520905209515 +-- problem_id: v2p_c2_56be9c58e9926995 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3d23e300ea120f39.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3d23e300ea120f39.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4440dc3972733d98c511c5b2938204560dd1b56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3d23e300ea120f39.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_3d23e300ea120f39 +-- problem_id: v2p_c2_14705cc7f0408217 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY support ASC, "buying", "lug_boot" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3eb7fb646b0745cb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3eb7fb646b0745cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..4537abfb5da7ee8a00a241bfce7fafa9b0d473c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_3eb7fb646b0745cb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_3eb7fb646b0745cb +-- problem_id: v2p_c2_b36f9e59ee06568a +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_415543b007a86ab1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_415543b007a86ab1.sql new file mode 100644 index 0000000000000000000000000000000000000000..c721b8a506637d601623cd244eb1c0f27cd3cd2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_415543b007a86ab1.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_415543b007a86ab1 +-- problem_id: v2p_c2_1e3a46f903c22d4c +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS row_count +FROM "c2" +GROUP BY "buying" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_454edb37d0a2c599.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_454edb37d0a2c599.sql new file mode 100644 index 0000000000000000000000000000000000000000..e05b36a5511c071692e3bab32390f28cc0a5dbd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_454edb37d0a2c599.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_454edb37d0a2c599 +-- problem_id: v2p_c2_b8bac175c0021826 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4a181b7d931a6085.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4a181b7d931a6085.sql new file mode 100644 index 0000000000000000000000000000000000000000..2eb360e2b4e98b74d92ce57897b3122e92930e87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4a181b7d931a6085.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_4a181b7d931a6085 +-- problem_id: v2p_c2_6fc63f06e8cbc4ba +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "persons" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4a988517ce440411.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4a988517ce440411.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cdaa47b4ee95bd03ceb3ffaace6361a91fd18dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4a988517ce440411.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_4a988517ce440411 +-- problem_id: v2p_c2_c8809d354ca9dc80 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4b73d93ff73ccafb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4b73d93ff73ccafb.sql new file mode 100644 index 0000000000000000000000000000000000000000..2253523daf857bcae56653c235ba7117d1124cba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4b73d93ff73ccafb.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_4b73d93ff73ccafb +-- problem_id: v2p_c2_245ee609b15f4e40 +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4ba422e795a5069c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4ba422e795a5069c.sql new file mode 100644 index 0000000000000000000000000000000000000000..30f408bd59df42a5f85ba45345c4796ddefb6707 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4ba422e795a5069c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_4ba422e795a5069c +-- problem_id: v2p_c2_ce139b64897a1f50 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(*) AS support +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "persons" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4d65524ee7601ecc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4d65524ee7601ecc.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f61cd271f6616e7f3e66678e077abaf82d8ca96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_4d65524ee7601ecc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_4d65524ee7601ecc +-- problem_id: v2p_c2_f7c56e9a5d374caf +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "lug_boot", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5350e2525df66f41.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5350e2525df66f41.sql new file mode 100644 index 0000000000000000000000000000000000000000..5524b44c1325347d26225fe18dee73d3c7aa912b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5350e2525df66f41.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c2_5350e2525df66f41 +-- problem_id: v2p_c2_8a9d08ae421bfb05 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "class" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_54e6b018541e6f05.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_54e6b018541e6f05.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e9c0c41cb98bc266f7b08d7ee6067b248200ea1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_54e6b018541e6f05.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_54e6b018541e6f05 +-- problem_id: v2p_c2_2773ad3503585dc1 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(*) AS "row_count" +FROM "c2" +GROUP BY "doors" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_552f09015d2cabc5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_552f09015d2cabc5.sql new file mode 100644 index 0000000000000000000000000000000000000000..53e2d1c49dfbc1730204549a3fe90b264982e515 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_552f09015d2cabc5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_552f09015d2cabc5 +-- problem_id: v2p_c2_906264281294e77e +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(*) AS support +FROM "c2" +WHERE "doors" = '4' +GROUP BY "safety" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_555531ff599dde5d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_555531ff599dde5d.sql new file mode 100644 index 0000000000000000000000000000000000000000..59c537886b40f75f4faee1bc62417a2f5e5af3c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_555531ff599dde5d.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c2_555531ff599dde5d +-- problem_id: v2p_c2_2205d7f101fdc914 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "buying" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "buying" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_567eb1212c12c17d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_567eb1212c12c17d.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fd4fa28a0fb0508f68391b74c21e888b6ebf972 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_567eb1212c12c17d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_567eb1212c12c17d +-- problem_id: v2p_c2_e2840b4362f6b900 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "safety", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_567fa5be60cdba0e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_567fa5be60cdba0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..37a45968ff46f19777d5a89d3ee9d5729f84206f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_567fa5be60cdba0e.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_567fa5be60cdba0e +-- problem_id: v2p_c2_df1b0ec5c3792e92 +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "persons" +ORDER BY support ASC, "persons" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5705d82f7713f2af.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5705d82f7713f2af.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f7a2480242c8b471beb672a96bc11756286315e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5705d82f7713f2af.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_5705d82f7713f2af +-- problem_id: v2p_c2_54c6bb7d8a6163e4 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +WHERE "class" = 'unacc' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_578c50c83019e73c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_578c50c83019e73c.sql new file mode 100644 index 0000000000000000000000000000000000000000..838b300ef216efba75a6b767caa53012f3eccfac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_578c50c83019e73c.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_578c50c83019e73c +-- problem_id: v2p_c2_b1ea71c39054d129 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint" +ORDER BY support ASC, "maint" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_593b37287e789dc0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_593b37287e789dc0.sql new file mode 100644 index 0000000000000000000000000000000000000000..40fd62e293845af11ff63204502b2dd88b971876 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_593b37287e789dc0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_593b37287e789dc0 +-- problem_id: v2p_c2_c53d7adb118bbcbd +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "class", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5f56772cc4d4cff3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5f56772cc4d4cff3.sql new file mode 100644 index 0000000000000000000000000000000000000000..c1e483dcaade3c469f072e9b4854c47bd040016c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5f56772cc4d4cff3.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c2_5f56772cc4d4cff3 +-- problem_id: v2p_c2_c484181daca77b9b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "lug_boot" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "lug_boot" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5fab796e9b479e60.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5fab796e9b479e60.sql new file mode 100644 index 0000000000000000000000000000000000000000..390facd1c8da2a5f45ee6ce3abeec187c09add55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5fab796e9b479e60.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_5fab796e9b479e60 +-- problem_id: v2p_c2_621f1ea6d4485c2f +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS row_count +FROM "c2" +GROUP BY "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5fd829a46fc8ec23.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5fd829a46fc8ec23.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d0b24661cd9bf9b86b7b0bb6748d02e225792f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_5fd829a46fc8ec23.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_5fd829a46fc8ec23 +-- problem_id: v2p_c2_511ef727b6dae57f +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6301d4a7beef8c03.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6301d4a7beef8c03.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad2b143615c8dd6f97bd8531ada04e8d3515532b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6301d4a7beef8c03.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_6301d4a7beef8c03 +-- problem_id: v2p_c2_d5ebeac721a99b05 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS row_count +FROM "c2" +GROUP BY "lug_boot" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_65971a3f69bf799b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_65971a3f69bf799b.sql new file mode 100644 index 0000000000000000000000000000000000000000..777586b792e00942854bbdec8f8ebace4c91c74e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_65971a3f69bf799b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_65971a3f69bf799b +-- problem_id: v2p_c2_331fd66ee4b1f61a +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(*) AS row_count +FROM "c2" +GROUP BY "maint" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_660bae2f5c3bb1ac.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_660bae2f5c3bb1ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc78b2e259a425f1cdf8fe41e8d7e7feee6ce68f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_660bae2f5c3bb1ac.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_660bae2f5c3bb1ac +-- problem_id: v2p_c2_b6b724dbb65d5523 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_679517066eea0d4f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_679517066eea0d4f.sql new file mode 100644 index 0000000000000000000000000000000000000000..145aef575e0fc28656c62acbc74268e01ca4b916 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_679517066eea0d4f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_679517066eea0d4f +-- problem_id: v2p_c2_2d6a191e39795240 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "doors", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "doors" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_68d80e0ece6623a8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_68d80e0ece6623a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..83bc6aab6603449b1d53af285b136f486b2d063f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_68d80e0ece6623a8.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_68d80e0ece6623a8 +-- problem_id: v2p_c2_bc9ded0a45bb85aa +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_69edb45b08158006.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_69edb45b08158006.sql new file mode 100644 index 0000000000000000000000000000000000000000..672a8b6fdaffc6f04027be4e32c7fcd2d5b9e9d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_69edb45b08158006.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_69edb45b08158006 +-- problem_id: v2p_c2_792d760c1ed738d8 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "persons" = 'more' +GROUP BY "class" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6a121881dce405bb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6a121881dce405bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..de05b8e691f177cb766709c58bff45362d2715fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6a121881dce405bb.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_6a121881dce405bb +-- problem_id: v2p_c2_a5b0ecb152bb7568 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "safety", + SUM(CASE WHEN "safety" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "safety" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "safety" +) +SELECT "safety", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6a8350a64d22cf3d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6a8350a64d22cf3d.sql new file mode 100644 index 0000000000000000000000000000000000000000..76cfc17f23b2a5b9ea5f091437c66e3b695c7338 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6a8350a64d22cf3d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_6a8350a64d22cf3d +-- problem_id: v2p_c2_95dc1c0ea0d55198 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(DISTINCT "lug_boot") AS distinct_entities +FROM "c2" +WHERE "lug_boot" = 'small' +GROUP BY "lug_boot" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6cf452dd09aca6fa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6cf452dd09aca6fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..fea4b4854dcc38add708bd0cb838518ee0b0cee2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6cf452dd09aca6fa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_6cf452dd09aca6fa +-- problem_id: v2p_c2_78566860196a052b +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", + AVG(CASE WHEN "lug_boot" = 'big' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "lug_boot" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6e9793e4614739fe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6e9793e4614739fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a4889403783e6e8db85793f1d2e0f4c4a8469e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6e9793e4614739fe.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_6e9793e4614739fe +-- problem_id: v2p_c2_4a8c4accfa26317e +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "safety", COUNT(*) AS row_count +FROM "c2" +WHERE "lug_boot" = 'med' +GROUP BY "buying", "safety" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6f472f154b29cc74.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6f472f154b29cc74.sql new file mode 100644 index 0000000000000000000000000000000000000000..ecd7c171173a6d8dcacc9cc3de0d4ff367b86625 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6f472f154b29cc74.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_6f472f154b29cc74 +-- problem_id: v2p_c2_ab75b0498b54c28d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "maint", COUNT(*) AS "row_count" +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "buying", "maint" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6f9060cd66b0577a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6f9060cd66b0577a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a059cb6fcfacb1f98405759db5cbb2139a50fbab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_6f9060cd66b0577a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_6f9060cd66b0577a +-- problem_id: v2p_c2_27486c655bd49287 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_70a84fe013e0935c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_70a84fe013e0935c.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3f56f05703790d507d39b02f9cf2b7a9f356137 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_70a84fe013e0935c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_70a84fe013e0935c +-- problem_id: v2p_c2_6ff203fae79abab2 +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", COUNT(*) AS "row_count" +FROM "c2" +GROUP BY "lug_boot" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_748a95c5a69eca67.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_748a95c5a69eca67.sql new file mode 100644 index 0000000000000000000000000000000000000000..2294484833e5561a92c44b927bf4073f74d65084 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_748a95c5a69eca67.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_748a95c5a69eca67 +-- problem_id: v2p_c2_786bc5178883ed0d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "lug_boot" = 'big' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_76087f81882f1fe0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_76087f81882f1fe0.sql new file mode 100644 index 0000000000000000000000000000000000000000..feff907e7c40aca85a738a93e0f5b65264e6a68f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_76087f81882f1fe0.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_76087f81882f1fe0 +-- problem_id: v2p_c2_6887832bc0f55a64 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "class" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_78eff5e695ce09c4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_78eff5e695ce09c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..18cfebc23336e789f65ee198e5dba12079689497 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_78eff5e695ce09c4.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_78eff5e695ce09c4 +-- problem_id: v2p_c2_f35c0352778c575a +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_791758b6abbae2a8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_791758b6abbae2a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..e4c6e82f5992322700dcc724ebed07b3c06e76f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_791758b6abbae2a8.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_791758b6abbae2a8 +-- problem_id: v2p_c2_b1d95f7cc7960ae5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying" +ORDER BY support ASC, "buying" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_796536c093606bfb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_796536c093606bfb.sql new file mode 100644 index 0000000000000000000000000000000000000000..b212eb895441b61740c710e9bcb6d1b1cf778301 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_796536c093606bfb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_796536c093606bfb +-- problem_id: v2p_c2_39cbdd10c5c44129 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "persons", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY support ASC, "maint", "persons" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_79880ac758d64b03.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_79880ac758d64b03.sql new file mode 100644 index 0000000000000000000000000000000000000000..57b1f47e59b7eb3e1797c448b172694aa7102ce2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_79880ac758d64b03.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_79880ac758d64b03 +-- problem_id: v2p_c2_3ed8be81fb23c76e +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(*) AS support +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "maint" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_7c2ffea4d15f51d6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_7c2ffea4d15f51d6.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d4d6af3cdc001cf0e06a98cc883e30f6b34ad3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_7c2ffea4d15f51d6.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_7c2ffea4d15f51d6 +-- problem_id: v2p_c2_8c8ea3e59e2d915f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "lug_boot" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "lug_boot" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_81577227d210f774.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_81577227d210f774.sql new file mode 100644 index 0000000000000000000000000000000000000000..421cf6abbdb097fcbaa12215d7230a87a6b4f56b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_81577227d210f774.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_81577227d210f774 +-- problem_id: v2p_c2_04e86a77b038a6c3 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "class" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_860e45a45f0a0bf3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_860e45a45f0a0bf3.sql new file mode 100644 index 0000000000000000000000000000000000000000..9989ea023297463e5ad4fa06150a24e060bd754d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_860e45a45f0a0bf3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_860e45a45f0a0bf3 +-- problem_id: v2p_c2_0c98f9fa2719a538 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "class", COUNT(*) AS row_count +FROM "c2" +WHERE "safety" = 'med' +GROUP BY "buying", "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_86f82783d5741409.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_86f82783d5741409.sql new file mode 100644 index 0000000000000000000000000000000000000000..f045d97f21fffa7f9dc019fcb0ae51b6693e83d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_86f82783d5741409.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_86f82783d5741409 +-- problem_id: v2p_c2_7ed946ea577dc7c8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "persons" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "persons" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_8723c698fec16e0e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_8723c698fec16e0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..de2ea28422e4958da25c4380410cbf59a8d777e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_8723c698fec16e0e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_8723c698fec16e0e +-- problem_id: v2p_c2_7dcc61315a4cbe0c +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '3' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_8a3276c62f3c9e45.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_8a3276c62f3c9e45.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b312dd340baa20679ea1287be9965a906e49cdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_8a3276c62f3c9e45.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_8a3276c62f3c9e45 +-- problem_id: v2p_c2_76238b4de5fdab49 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(*) AS support +FROM "c2" +WHERE "maint" = 'med' +GROUP BY "maint" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_8ce83b989d21481c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_8ce83b989d21481c.sql new file mode 100644 index 0000000000000000000000000000000000000000..d82d370db0d16204fa57c97c4cff9bd25d4233ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_8ce83b989d21481c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_8ce83b989d21481c +-- problem_id: v2p_c2_e8438083cf5dc328 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", + AVG(CASE WHEN "persons" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "persons" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_8d4cf7a20253c380.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_8d4cf7a20253c380.sql new file mode 100644 index 0000000000000000000000000000000000000000..5573d85ca124d18adb03b51f11ff8ded6e51182a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_8d4cf7a20253c380.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c2_8d4cf7a20253c380 +-- problem_id: v2p_c2_552bb0e4574eab17 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "maint" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "maint" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9011076b69b6ef63.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9011076b69b6ef63.sql new file mode 100644 index 0000000000000000000000000000000000000000..e97eb3b77e891676052d9305c633680da04061ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9011076b69b6ef63.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_9011076b69b6ef63 +-- problem_id: v2p_c2_d26bc020e9a8d11c +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(*) AS support +FROM "c2" +WHERE "persons" = '4' +GROUP BY "persons" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_91e7af3bd4915b71.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_91e7af3bd4915b71.sql new file mode 100644 index 0000000000000000000000000000000000000000..498a4952b72f002fcb20238e85724562aa57ad0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_91e7af3bd4915b71.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_91e7af3bd4915b71 +-- problem_id: v2p_c2_e9a6a8d42cf4686d +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9462753049a341ed.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9462753049a341ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..7814d7241106d5dd8d5bae64e09a4c3ee6ce813b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9462753049a341ed.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_9462753049a341ed +-- problem_id: v2p_c2_9b5c3e0727108e22 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", + AVG(CASE WHEN "maint" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "maint" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_967228c243b07e3f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_967228c243b07e3f.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8f2b35be38127f75118986b15dfa48ccc2192e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_967228c243b07e3f.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_967228c243b07e3f +-- problem_id: v2p_c2_da05f300e5452f4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_977aba42af3e5791.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_977aba42af3e5791.sql new file mode 100644 index 0000000000000000000000000000000000000000..bddc8477b846e939bc24d4b00a276932f5288e3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_977aba42af3e5791.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_977aba42af3e5791 +-- problem_id: v2p_c2_d08e6fb94832f1d3 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +WHERE "class" = 'vgood' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_982649f80d030050.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_982649f80d030050.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f7ec350b5e7d5ec37ddc2d63650f325183a25a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_982649f80d030050.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_982649f80d030050 +-- problem_id: v2p_c2_5be43e4e86314a1f +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9849a10ac6be5251.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9849a10ac6be5251.sql new file mode 100644 index 0000000000000000000000000000000000000000..02e25cc135e931be10d8e7332816ae93a57beab8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9849a10ac6be5251.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_9849a10ac6be5251 +-- problem_id: v2p_c2_85ff1f88ec73a33f +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9a6e620698bb3792.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9a6e620698bb3792.sql new file mode 100644 index 0000000000000000000000000000000000000000..e0917887c732cbbf4e232de8ff06bf6f089fd134 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9a6e620698bb3792.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_9a6e620698bb3792 +-- problem_id: v2p_c2_6d5341a1b96393c3 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9bf4b624896de03e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9bf4b624896de03e.sql new file mode 100644 index 0000000000000000000000000000000000000000..b47a2cdc91ece9516fe502140a63d028570d219f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9bf4b624896de03e.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_9bf4b624896de03e +-- problem_id: v2p_c2_1a1ff7fcb08d7fac +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "class" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9e95c1835c541a6e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9e95c1835c541a6e.sql new file mode 100644 index 0000000000000000000000000000000000000000..54968d1c335df52ca08db39909ead06f3d7b42e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_9e95c1835c541a6e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_9e95c1835c541a6e +-- problem_id: v2p_c2_86ddcaedea1280ca +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", + AVG(CASE WHEN "safety" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "safety" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a059679b8170812e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a059679b8170812e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f74212981552cad65c52cf6bf6c2ed2bee6f45a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a059679b8170812e.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_a059679b8170812e +-- problem_id: v2p_c2_dc464c4d4933ba49 +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS support +FROM "c2" +GROUP BY "doors" +ORDER BY support ASC, "doors" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a19ecc7ee2f25ff5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a19ecc7ee2f25ff5.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9bc639e5496c36afb2e12812482f2c9d727b835 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a19ecc7ee2f25ff5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_a19ecc7ee2f25ff5 +-- problem_id: v2p_c2_ebdbf981a04611cc +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", + AVG(CASE WHEN "buying" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "buying" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a1f0f4f9f4131678.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a1f0f4f9f4131678.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d454a32acb131a2aef24295663f5581fd0d26a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a1f0f4f9f4131678.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_a1f0f4f9f4131678 +-- problem_id: v2p_c2_a6f11d510c224965 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", "lug_boot", COUNT(*) AS "support" +FROM "c2" +GROUP BY "persons", "lug_boot" +ORDER BY "support" DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a1f1e8b3ac7f19f8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a1f1e8b3ac7f19f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..955619649bdc10392eae449061367f96ecc282b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a1f1e8b3ac7f19f8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_a1f1e8b3ac7f19f8 +-- problem_id: v2p_c2_df933ba50422ebb7 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "persons" = '4' +GROUP BY "class" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a245b5db2d08531f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a245b5db2d08531f.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ce1fb2f8b96ddfd4030cd8d1325e1ae53c9447f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a245b5db2d08531f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_a245b5db2d08531f +-- problem_id: v2p_c2_dd6b082812822845 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "class", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a40501ef17585b2b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a40501ef17585b2b.sql new file mode 100644 index 0000000000000000000000000000000000000000..bcb2889b3ae64a9c6085ca053b448ad7ef81c5ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a40501ef17585b2b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_a40501ef17585b2b +-- problem_id: v2p_c2_24892657c04f13af +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +WHERE "buying" = 'high' +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a732c3e246ab4467.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a732c3e246ab4467.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba52d5474dd9a97c0d1bbddd686b4983a8039055 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a732c3e246ab4467.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_a732c3e246ab4467 +-- problem_id: v2p_c2_16ab676027476887 +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "safety" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a7d74bcf6efa0ebe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a7d74bcf6efa0ebe.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5240a2048ce88fe414ee2b7fab35d7e2bccff60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a7d74bcf6efa0ebe.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_a7d74bcf6efa0ebe +-- problem_id: v2p_c2_1c555d10805ca553 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "lug_boot", COUNT(*) AS support +FROM "c2" +GROUP BY "doors", "lug_boot" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a7ee21a1b4d72deb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a7ee21a1b4d72deb.sql new file mode 100644 index 0000000000000000000000000000000000000000..0abe11576e08ac61e66927ab04fc181a31b635c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a7ee21a1b4d72deb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_a7ee21a1b4d72deb +-- problem_id: v2p_c2_72104c392a410167 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(*) AS support +FROM "c2" +WHERE "doors" = '5more' +GROUP BY "doors" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a89385100b989726.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a89385100b989726.sql new file mode 100644 index 0000000000000000000000000000000000000000..8359c75c3f60a512066a727ddffd0965ab8b4d9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a89385100b989726.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_a89385100b989726 +-- problem_id: v2p_c2_294e7344adb32992 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "class" = 'unacc' +GROUP BY "class" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a97e79bff1388ccd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a97e79bff1388ccd.sql new file mode 100644 index 0000000000000000000000000000000000000000..7636d7d1919071664986c4564f171148c8b80d89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a97e79bff1388ccd.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_a97e79bff1388ccd +-- problem_id: v2p_c2_3ffc9dd3ff45845c +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint" +ORDER BY support ASC, "maint" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a9a93c5648485307.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a9a93c5648485307.sql new file mode 100644 index 0000000000000000000000000000000000000000..c66cf5264d4b7c067993e620536b3b14007587a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_a9a93c5648485307.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_a9a93c5648485307 +-- problem_id: v2p_c2_566726356e86f6d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "class", COUNT(*) AS "support" +FROM "c2" +GROUP BY "maint", "class" +ORDER BY "support" DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_ab28f0b0766cba50.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_ab28f0b0766cba50.sql new file mode 100644 index 0000000000000000000000000000000000000000..455012b2d5d244ac6e0eb7e6e3101b63216e31fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_ab28f0b0766cba50.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_ab28f0b0766cba50 +-- problem_id: v2p_c2_d8cf4af9cbd075a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(DISTINCT "buying") AS distinct_entities +FROM "c2" +GROUP BY "buying" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_ac0ebab1d42bda22.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_ac0ebab1d42bda22.sql new file mode 100644 index 0000000000000000000000000000000000000000..e0946b3b6ff759e1a109c55d57b7a1ab3a086ced --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_ac0ebab1d42bda22.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_ac0ebab1d42bda22 +-- problem_id: v2p_c2_bc06558fe772cd37 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c2" +WHERE "class" = 'vgood' +GROUP BY "class" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_ad6d669d76dae2c8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_ad6d669d76dae2c8.sql new file mode 100644 index 0000000000000000000000000000000000000000..13a56e090271df2bae9a8a8237afc6cab82e24c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_ad6d669d76dae2c8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_ad6d669d76dae2c8 +-- problem_id: v2p_c2_1c88f0cf9901580b +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", + AVG(CASE WHEN "safety" = 'high' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "safety" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_adc9945a0581eda4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_adc9945a0581eda4.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0981a95077debc0c60f356a3087b67a67c4e04b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_adc9945a0581eda4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c2_adc9945a0581eda4 +-- problem_id: v2p_c2_92fc04f635aff8b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(*) AS row_count +FROM "c2" +GROUP BY "persons" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_aeef2f7a644aa23e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_aeef2f7a644aa23e.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e13e4e9441bfcbc8f7d12b12a82199349d51916 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_aeef2f7a644aa23e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_aeef2f7a644aa23e +-- problem_id: v2p_c2_7170168a43bb635d +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", + AVG(CASE WHEN "persons" = '4' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "persons" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_af747e7c24a6243d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_af747e7c24a6243d.sql new file mode 100644 index 0000000000000000000000000000000000000000..f0e87231574670b4eb3487f85e5ddfb836242cc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_af747e7c24a6243d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_af747e7c24a6243d +-- problem_id: v2p_c2_46daeeef509f764d +-- realization_mode: agent +-- source_kind: agent +SELECT + "doors", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c2" +GROUP BY "doors" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_b41471b56dadc220.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_b41471b56dadc220.sql new file mode 100644 index 0000000000000000000000000000000000000000..77625f8175534cf27d30bf4565fea9ebd94bb271 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_b41471b56dadc220.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_b41471b56dadc220 +-- problem_id: v2p_c2_10b8e0457e1d7eb5 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", + AVG(CASE WHEN "buying" = 'low' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "buying" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_b54b1062bc984fc3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_b54b1062bc984fc3.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa7796e8d2bb62e5bf7ac4f5a8f9d48212023615 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_b54b1062bc984fc3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_b54b1062bc984fc3 +-- problem_id: v2p_c2_b119d2fec3758c4e +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "buying", "class" +ORDER BY support ASC, "buying", "class" +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_b8d4c4c91b6e7459.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_b8d4c4c91b6e7459.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1ebd984843186fb0df04412a7fb20670d2b6b6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_b8d4c4c91b6e7459.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_b8d4c4c91b6e7459 +-- problem_id: v2p_c2_e409006d27378df5 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bb0b006ff63ff528.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bb0b006ff63ff528.sql new file mode 100644 index 0000000000000000000000000000000000000000..50bd09f76da1f877fc7f95c7b1d98ed9e22714a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bb0b006ff63ff528.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_bb0b006ff63ff528 +-- problem_id: v2p_c2_59439120446ed49a +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +WHERE "persons" = '4' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bb46e3e32fd0eb42.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bb46e3e32fd0eb42.sql new file mode 100644 index 0000000000000000000000000000000000000000..8e00dc28d74c72b3dbe3635bfa186feab6143eee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bb46e3e32fd0eb42.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_bb46e3e32fd0eb42 +-- problem_id: v2p_c2_ed538f4000f67288 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(*) AS support +FROM "c2" +WHERE "class" = 'vgood' +GROUP BY "doors" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bd47dea7e1998533.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bd47dea7e1998533.sql new file mode 100644 index 0000000000000000000000000000000000000000..f654390a7fd57de43034f5aa2452bc61d2ddba13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bd47dea7e1998533.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_bd47dea7e1998533 +-- problem_id: v2p_c2_f866a0e71fd38783 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "doors", COUNT(*) AS "row_count" +FROM "c2" +WHERE "class" = 'good' +GROUP BY "maint", "doors" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bec8b1a774d21761.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bec8b1a774d21761.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a02cfbf9d8e1827489ff8aded3c80656f8bb7f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bec8b1a774d21761.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_bec8b1a774d21761 +-- problem_id: v2p_c2_70f6af2c676a3dbf +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", COUNT(DISTINCT "doors") AS distinct_entities +FROM "c2" +GROUP BY "doors" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bee4aad10aa86e48.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bee4aad10aa86e48.sql new file mode 100644 index 0000000000000000000000000000000000000000..e688da4a778d927770383d0f1525d86fa937d705 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_bee4aad10aa86e48.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_bee4aad10aa86e48 +-- problem_id: v2p_c2_e851df8179d9fc51 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "doors", + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "doors" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_c388ca5c42f399ea.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_c388ca5c42f399ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..740b95b5c33257a16e97f7e62d807ccb30e8e20e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_c388ca5c42f399ea.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_c388ca5c42f399ea +-- problem_id: v2p_c2_6b907ddd2f3f07a3 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "maint", + SUM(CASE WHEN "maint" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "maint" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "maint" +) +SELECT "maint", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_c462d8956b0548ef.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_c462d8956b0548ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..36f8b9e8ae6eb273d6e4a49336c7eb22ace2719e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_c462d8956b0548ef.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_c462d8956b0548ef +-- problem_id: v2p_c2_da6eeb706ca44aa0 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "safety", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_c6db9ed3c2a8762d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_c6db9ed3c2a8762d.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a20c9c9592dc327ab5d4c27672d12b27b7f6b04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_c6db9ed3c2a8762d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_c6db9ed3c2a8762d +-- problem_id: v2p_c2_04894f0a5c2279a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "persons", COUNT(*) AS row_count +FROM "c2" +WHERE "buying" = 'vhigh' +GROUP BY "maint", "persons" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_c92c1f24d6f71ef5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_c92c1f24d6f71ef5.sql new file mode 100644 index 0000000000000000000000000000000000000000..5180d46e2077c4d54cc78ab1f69d0ffbca42d3a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_c92c1f24d6f71ef5.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_c92c1f24d6f71ef5 +-- problem_id: v2p_c2_20c8e4c8d0752cb3 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "maint" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "maint" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_cd3cf469ab1e3cfa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_cd3cf469ab1e3cfa.sql new file mode 100644 index 0000000000000000000000000000000000000000..44d6a9933a0e184d3b4694f12bac59a56a02ac71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_cd3cf469ab1e3cfa.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_cd3cf469ab1e3cfa +-- problem_id: v2p_c2_771903094310f45b +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support +FROM "c2" +GROUP BY "lug_boot" +ORDER BY support ASC, "lug_boot" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_cf416ea5195084a1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_cf416ea5195084a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..5745393a65a988785bdfbb825a3427d0029bf361 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_cf416ea5195084a1.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_cf416ea5195084a1 +-- problem_id: v2p_c2_d4c1ce2938b840b5 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "safety", + SUM(CASE WHEN "safety" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "safety" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "safety" +) +SELECT "safety", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_cf81438cb1061695.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_cf81438cb1061695.sql new file mode 100644 index 0000000000000000000000000000000000000000..1596ddd5d7b6f1b95019e9fb7996467dde399ba3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_cf81438cb1061695.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_cf81438cb1061695 +-- problem_id: v2p_c2_2456f865de6a4e16 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "doors", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "doors" +ORDER BY support ASC, "maint", "doors" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d0467bdbc852e63f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d0467bdbc852e63f.sql new file mode 100644 index 0000000000000000000000000000000000000000..2525b2fcc10481fec0346aaf0b5a37f8d6a2caca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d0467bdbc852e63f.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_d0467bdbc852e63f +-- problem_id: v2p_c2_8a7dd5df766b58d4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "maint" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d1c6b9054a1eb935.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d1c6b9054a1eb935.sql new file mode 100644 index 0000000000000000000000000000000000000000..706f2de711f3795738f63c610113862de7a64e6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d1c6b9054a1eb935.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_d1c6b9054a1eb935 +-- problem_id: v2p_c2_2574f680ed619553 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d2c4f5c15936eb9b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d2c4f5c15936eb9b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7e36e89c7304b8ec296f6fdd86fe41d6ef30e08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d2c4f5c15936eb9b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_d2c4f5c15936eb9b +-- problem_id: v2p_c2_8b1f5e1e5db84e20 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d3fb57a38b48b22b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d3fb57a38b48b22b.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e1c614c2fdc7dfa80b647fab14d1179539adb35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d3fb57a38b48b22b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_d3fb57a38b48b22b +-- problem_id: v2p_c2_51085c93ae29eda0 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "safety", + AVG(CASE WHEN "class" = 'good' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d6078976091d045e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d6078976091d045e.sql new file mode 100644 index 0000000000000000000000000000000000000000..38cb15e878e9c7bf96241f7d318d33be82454c07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d6078976091d045e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_d6078976091d045e +-- problem_id: v2p_c2_e81034b50243b114 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d60dee4549f78b4e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d60dee4549f78b4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d1b8ea6ea32c1a41a8c57969dbc33f6885ec6f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d60dee4549f78b4e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_d60dee4549f78b4e +-- problem_id: v2p_c2_d8bd85457c6feb84 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "lug_boot", COUNT(*) AS row_count +FROM "c2" +WHERE "maint" = 'high' +GROUP BY "maint", "lug_boot" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d652774de5b115e3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d652774de5b115e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..18424818e581ce727b74ad9def1099253f8dd7a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d652774de5b115e3.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_d652774de5b115e3 +-- problem_id: v2p_c2_57203f87aa069c71 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "buying", + SUM(CASE WHEN "buying" = 'high' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "buying" = 'low' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "buying" +) +SELECT "buying", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d67c6b9aef36e70d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d67c6b9aef36e70d.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d2da94d42d20d02409a23574e97338c088563a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d67c6b9aef36e70d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_d67c6b9aef36e70d +-- problem_id: v2p_c2_03098c1cafca1d8d +-- realization_mode: agent +-- source_kind: agent +SELECT + "lug_boot", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "lug_boot" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d7d6ee53831b77d4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d7d6ee53831b77d4.sql new file mode 100644 index 0000000000000000000000000000000000000000..676bba49e9febe8d2c901ff8a635432ad0d986dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d7d6ee53831b77d4.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_d7d6ee53831b77d4 +-- problem_id: v2p_c2_2bdb513447f80090 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d879a4ae632cdbdc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d879a4ae632cdbdc.sql new file mode 100644 index 0000000000000000000000000000000000000000..825074d8c43eff62eed9457d8d3b5254603de1fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_d879a4ae632cdbdc.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_d879a4ae632cdbdc +-- problem_id: v2p_c2_1dcebda838691833 +-- realization_mode: agent +-- source_kind: agent +SELECT + "buying", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "buying" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_dafbace0f8e8f3a9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_dafbace0f8e8f3a9.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb3ce98f5c65d10a15b1ea1d0459d9ca50740ef4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_dafbace0f8e8f3a9.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_dafbace0f8e8f3a9 +-- problem_id: v2p_c2_4c62b9c1f83f5e4d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "safety" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "safety" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_dbdaae1f154dbf42.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_dbdaae1f154dbf42.sql new file mode 100644 index 0000000000000000000000000000000000000000..4f859c05a6a8390014e8381831ef5264604de4b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_dbdaae1f154dbf42.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_dbdaae1f154dbf42 +-- problem_id: v2p_c2_01e9c4b2ff40ac85 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +WHERE "safety" = 'high' +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_dd8c0e450712a461.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_dd8c0e450712a461.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c66f1a4b7b523baa4c5c02d79e432fe177525dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_dd8c0e450712a461.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_dd8c0e450712a461 +-- problem_id: v2p_c2_23a22096f9ced68e +-- realization_mode: agent +-- source_kind: agent +SELECT "lug_boot", + AVG(CASE WHEN "lug_boot" = 'med' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "lug_boot" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_dd96dce51bcaa81b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_dd96dce51bcaa81b.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2abf0011930252dcb4e68e1c7e094dcb8ed3f4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_dd96dce51bcaa81b.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_dd96dce51bcaa81b +-- problem_id: v2p_c2_016468a6aa2522ad +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "lug_boot", + SUM(CASE WHEN "lug_boot" = 'big' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "lug_boot" = 'med' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "lug_boot" +) +SELECT "lug_boot", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_df6757d752c12702.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_df6757d752c12702.sql new file mode 100644 index 0000000000000000000000000000000000000000..19207915af57c63c2f889e9ce981a472462d397e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_df6757d752c12702.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_df6757d752c12702 +-- problem_id: v2p_c2_4a63d17b6572280f +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c2" +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e0838ef0e42f332a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e0838ef0e42f332a.sql new file mode 100644 index 0000000000000000000000000000000000000000..35c6cabcca0687e7e4aa096cd6ae374b9e4a42a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e0838ef0e42f332a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_e0838ef0e42f332a +-- problem_id: v2p_c2_eaa960e7094c9cf2 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", COUNT(DISTINCT "maint") AS distinct_entities +FROM "c2" +WHERE "maint" = 'med' +GROUP BY "maint" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e0b9bd44e58b0470.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e0b9bd44e58b0470.sql new file mode 100644 index 0000000000000000000000000000000000000000..d8b02cb67c540493f09ca84c98c238922b97321b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e0b9bd44e58b0470.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c2_e0b9bd44e58b0470 +-- problem_id: v2p_c2_eac01dac41e747e5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "maint", + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY support ASC, "maint", "safety" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e2013f775cd03dca.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e2013f775cd03dca.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f3097efee88f4712deacc577d904e5f40db7bc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e2013f775cd03dca.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c2_e2013f775cd03dca +-- problem_id: v2p_c2_d209626a6372e19b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "persons" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "persons" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e20564d01d7a2bd9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e20564d01d7a2bd9.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d24dcc9d2725b02505206af6d2e963120553efa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e20564d01d7a2bd9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_e20564d01d7a2bd9 +-- problem_id: v2p_c2_08f5dcd484429a7d +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "lug_boot", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "buying", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e2489fb970a1200d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e2489fb970a1200d.sql new file mode 100644 index 0000000000000000000000000000000000000000..9815f6552b9c8376d66a7a4ec12847578b00309c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e2489fb970a1200d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c2_e2489fb970a1200d +-- problem_id: v2p_c2_c1094278c7e85205 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "safety", COUNT(*) AS support +FROM "c2" +GROUP BY "maint", "safety" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e4565fa735d61a19.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e4565fa735d61a19.sql new file mode 100644 index 0000000000000000000000000000000000000000..9442055e53d429abade6468f9e77c310a49ac262 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e4565fa735d61a19.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c2_e4565fa735d61a19 +-- problem_id: v2p_c2_e71c30ad1f5b896d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "doors" AS value_label, COUNT(*) AS support + FROM "c2" + GROUP BY "doors" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e6f72507c44aa977.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e6f72507c44aa977.sql new file mode 100644 index 0000000000000000000000000000000000000000..c00873cb3f6ab8cfaf0c120109130994350dee86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e6f72507c44aa977.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_e6f72507c44aa977 +-- problem_id: v2p_c2_6fd83f961b31ae16 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c2" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e7487f64ef4d3a7a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e7487f64ef4d3a7a.sql new file mode 100644 index 0000000000000000000000000000000000000000..88a75318d639eb1d53f8794efb8cbbe1e7b21bf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e7487f64ef4d3a7a.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c2_e7487f64ef4d3a7a +-- problem_id: v2p_c2_1f37b82bd3cc9d45 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "persons", + SUM(CASE WHEN "persons" = '2' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "persons" = '4' THEN 1 ELSE 0 END) AS denominator_count + FROM "c2" + GROUP BY "persons" +) +SELECT "persons", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e83f868d42490e74.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e83f868d42490e74.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d24987eb2a92b04e701c83695add34d86396356 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_e83f868d42490e74.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_e83f868d42490e74 +-- problem_id: v2p_c2_689cf7f43593445d +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_eab5ecb5a40ec580.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_eab5ecb5a40ec580.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c9ee7409c881290213b6e08388b98ba5acd6ffd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_eab5ecb5a40ec580.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_eab5ecb5a40ec580 +-- problem_id: v2p_c2_da0bd59e9de035b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "maint", "lug_boot", + AVG(CASE WHEN "class" = 'acc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "maint", "lug_boot" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_eddde72db2ee0b51.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_eddde72db2ee0b51.sql new file mode 100644 index 0000000000000000000000000000000000000000..d9ba9797d1171cf071ef01d1920ff2e8496502a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_eddde72db2ee0b51.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c2_eddde72db2ee0b51 +-- problem_id: v2p_c2_7d7a5a2f9feba6e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", COUNT(*) AS support +FROM "c2" +WHERE "lug_boot" = 'small' +GROUP BY "buying" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_ee91e779f1cbe10c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_ee91e779f1cbe10c.sql new file mode 100644 index 0000000000000000000000000000000000000000..11cf7d3cb667dbb309a423a8064f2535e67c51f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_ee91e779f1cbe10c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c2_ee91e779f1cbe10c +-- problem_id: v2p_c2_49fd27f9cf60862d +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", "persons", + AVG(CASE WHEN "class" = 'unacc' THEN 1 ELSE 0 END) AS target_rate +FROM "c2" +GROUP BY "doors", "persons" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_f0fb84acf91ba7a5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_f0fb84acf91ba7a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..94e99670dcb22635fe36d862943079aa168bd2bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_f0fb84acf91ba7a5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c2_f0fb84acf91ba7a5 +-- problem_id: v2p_c2_6bb456fa7b5c5d57 +-- realization_mode: agent +-- source_kind: agent +SELECT "safety", COUNT(DISTINCT "safety") AS distinct_entities +FROM "c2" +WHERE "doors" = '4' +GROUP BY "safety" +ORDER BY distinct_entities DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_f20e2fddc85ebb9a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_f20e2fddc85ebb9a.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fbd2234a43f26e7e0714c96fd904b732e7853a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_f20e2fddc85ebb9a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c2_f20e2fddc85ebb9a +-- problem_id: v2p_c2_e5049e070953e0c4 +-- realization_mode: agent +-- source_kind: agent +SELECT "persons", COUNT(DISTINCT "persons") AS distinct_entities +FROM "c2" +GROUP BY "persons" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_f77c0809443ecbb5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_f77c0809443ecbb5.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a1196e001d8e0aa96efb9541e95154d6291866b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_f77c0809443ecbb5.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c2_f77c0809443ecbb5 +-- problem_id: v2p_c2_8c8f51a9aac6d0a2 +-- realization_mode: agent +-- source_kind: agent +SELECT + "persons", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'vgood' THEN 1 ELSE 0 END) AS focus_rate +FROM "c2" +GROUP BY "persons" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_fa40e2289bf71f70.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_fa40e2289bf71f70.sql new file mode 100644 index 0000000000000000000000000000000000000000..a420c1e6230f248f9cb2c55349a08b00e7ef679b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_fa40e2289bf71f70.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c2_fa40e2289bf71f70 +-- problem_id: v2p_c2_ac9bc69c4fcb7205 +-- realization_mode: agent +-- source_kind: agent +SELECT "buying", "doors", COUNT(*) AS row_count +FROM "c2" +WHERE "maint" = 'low' +GROUP BY "buying", "doors" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_fd36f1028fbc3ea8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_fd36f1028fbc3ea8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d7b209d28ceec6b8d776ba407ed5a87c08e2ebb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_fd36f1028fbc3ea8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c2_fd36f1028fbc3ea8 +-- problem_id: v2p_c2_fb2b66b1c0f78473 +-- realization_mode: agent +-- source_kind: agent +SELECT "doors", + AVG(CASE WHEN "doors" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c2" +GROUP BY "doors" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_feaaf72ad059cd6b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_feaaf72ad059cd6b.sql new file mode 100644 index 0000000000000000000000000000000000000000..841ab383a1ec841e0ff8591dfacb9c10e8d892d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c2/sql/v2q_c2_feaaf72ad059cd6b.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c2 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c2_feaaf72ad059cd6b +-- problem_id: v2p_c2_1d8401f799683134 +-- realization_mode: agent +-- source_kind: agent +SELECT + "safety", + COUNT(*) AS support +FROM "c2" +GROUP BY "safety" +ORDER BY support ASC, "safety" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c935e32555101a885c212fb6f21aaeec35cad05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6421, "bytes_utf8": 6421, "lines": 204, "estimated_tokens": 1794}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21883, "cached_input_tokens": 20864, "output_tokens": 131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..78c44ca8de13cf8ed384b654fe551c9b7fa1197d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_002e0beee7a556ba", + "api_calls": 0, + "input_tokens": 21883, + "cached_input_tokens": 20864, + "output_tokens": 131, + "total_tokens": 22014, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1794, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1909, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12385.79, + "sql_execution_elapsed_ms_total": 11.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_002e0beee7a556ba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..376ee3ceb2a0f7ce5935a7ba79ed9d16bad8f5b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:09:47.372951+00:00", + "ended_at": "2026-05-04T09:09:59.757007+00:00", + "elapsed_ms": 12385.79, + "prompt_metrics": { + "chars": 6421, + "bytes_utf8": 6421, + "lines": 204, + "estimated_tokens": 1794 + }, + "stdout_metrics": { + "chars": 741, + "bytes_utf8": 741, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 405, + "bytes_utf8": 405, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 21883, + "cached_input_tokens": 20864, + "output_tokens": 131 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc4f6bf8ddac7c4ce94bdc4776cfa7352c728940 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=has_nurs.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79e548513006b0a22c3d3bb7f8b34215188bfa68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-3584-76b1-a399-623c7c3d5493"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"has_nurs\\\"\\nLIMIT 18;\",\"notes\":\"Uses the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=has_nurs, and top_k=18 on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21883,"cached_input_tokens":20864,"output_tokens":131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..180dd99cad4d6bf91963fb49dbb271fa68283282 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY support ASC, \"parents\", \"has_nurs\"\nLIMIT 18;","notes":"Uses the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=has_nurs, and top_k=18 on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68da447c710556bc87bac5a5404a0219088d600b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:47.581138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:50.057150Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:58.741590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..abb5a178ec78f69f6e68edc98e32e2b8afe06140 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=has_nurs. +Result preview: [{"parents": "great_pret", "has_nurs": "critical", "support": 864}, {"parents": "great_pret", "has_nurs": "improper", "support": 864}, {"parents": "great_pret", "has_nurs": "less_proper", "support": 864}, {"parents": "great_pret", "has_nurs": "proper", "support": 864}, {"parents": "great_pret", "has_nurs": "very_crit", "support": 864}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9f3b3b69ee9b1795bbe93e04201ff4525f549d3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_002e0beee7a556ba +-- problem_id: v2p_c7_c9f779b74a97be0e +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY support ASC, "parents", "has_nurs" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8094564816baad9e7236a56f5fd95c3661169a60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY support ASC, \"parents\", \"has_nurs\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"has_nurs\\\"\\nLIMIT 18;\", \"columns\": [\"parents\", \"has_nurs\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"very_crit\", \"support\": 864}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c17b3de2d37f6d2c83920630d2670f32b05a27b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:09:47.366087+00:00", + "ended_at": "2026-05-04T09:09:59.799640+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_002e0beee7a556ba", + "problem_id": "v2p_c7_c9f779b74a97be0e", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=has_nurs.", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_002e0beee7a556ba.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_002e0beee7a556ba", + "api_calls": 0, + "input_tokens": 21883, + "cached_input_tokens": 20864, + "output_tokens": 131, + "total_tokens": 22014, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1794, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1909, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12385.79, + "sql_execution_elapsed_ms_total": 11.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_002e0beee7a556ba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..284ed0c19132ca40ed44be464283f6910a3858f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_002e0beee7a556ba/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:59.778623+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12385.79, "started_at": "2026-05-04T09:09:47.372951+00:00", "ended_at": "2026-05-04T09:09:59.757007+00:00", "prompt_metrics": {"chars": 6421, "bytes_utf8": 6421, "lines": 204, "estimated_tokens": 1794}, "response_metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21883, "cached_input_tokens": 20864, "output_tokens": 131}, "stderr_preview": "2026-05-04T09:09:47.581138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:50.057150Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "class", + "entity_col": "class", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5ea217b920127f614ba2b09805dd2c8015b1610 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-82df-7920-9d6a-e9427eb3984e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided template exactly with bound roles group_col=\\\"class\\\" and entity_col=\\\"class\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9d608586ea65db31fb43daddd9d4d7a7154b18f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Applied the provided template exactly with bound roles group_col=\"class\" and entity_col=\"class\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..068621553e7f0ede435b4824dd83999e719edd9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:23.997680Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:26.455154Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:33.892766Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..768d647cd78f7896dd6d221b480878890449764c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class. +Result preview: [{"class": "very_recom", "distinct_entities": 1}, {"class": "spec_prior", "distinct_entities": 1}, {"class": "recommend", "distinct_entities": 1}, {"class": "priority", "distinct_entities": 1}, {"class": "not_recom", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b6ca3d431a297d19c05095487c7ad985583bbb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_00d7c4572902d575 +-- problem_id: v2p_c7_3cab71caf4a5db08 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b7f0a04e30755c013e7f25db022401250011c9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"very_recom\", \"distinct_entities\": 1}, {\"class\": \"spec_prior\", \"distinct_entities\": 1}, {\"class\": \"recommend\", \"distinct_entities\": 1}, {\"class\": \"priority\", \"distinct_entities\": 1}, {\"class\": \"not_recom\", \"distinct_entities\": 1}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9d6836b9d15d7d16d075f2a105d3e55ca63b71b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:13:23.785739+00:00", + "ended_at": "2026-05-04T09:13:34.698428+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_00d7c4572902d575", + "problem_id": "v2p_c7_3cab71caf4a5db08", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "entity_col": "class", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=125" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_00d7c4572902d575.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_00d7c4572902d575", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 124, + "total_tokens": 21950, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 85, + "estimated_total_tokens": 1822, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10865.33, + "sql_execution_elapsed_ms_total": 9.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_00d7c4572902d575\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..845a848f65c8cf0f4f5fc1f948d12ac0997bc317 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_00d7c4572902d575/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:13:34.676797+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10865.33, "started_at": "2026-05-04T09:13:23.789113+00:00", "ended_at": "2026-05-04T09:13:34.654957+00:00", "prompt_metrics": {"chars": 6357, "bytes_utf8": 6357, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": 85}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 124}, "stderr_preview": "2026-05-04T09:13:23.997680Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:26.455154Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "housing", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "very_recom", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2804cd46f7f143f7a25e89845874f3151d09769 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-f16b-7e30-916e-97e73359b9ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'very_recom'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col=\\\"housing\\\" and predicate \\\"class\\\" = 'very_recom' on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":20864,"output_tokens":152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05c1679396328b517fe28ac901d4fbdbe5274686 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"class\" = 'very_recom'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 19;","notes":"Uses the required Filtered Top-k Group Count template with group_col=\"housing\" and predicate \"class\" = 'very_recom' on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c8bc3e234a0a821bf4daafe6332871a590e7006 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:23.697487Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:26.103718Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:34.819846Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1b22b5bb9d0d0410f5c6845b5a107da60338cd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing. +Result preview: [{"housing": "convenient", "support": 208}, {"housing": "less_conv", "support": 100}, {"housing": "critical", "support": 20}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..28606693d09c08a64176590fccddc41dab82d3c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_012c589994d193d2 +-- problem_id: v2p_c7_9e417277d8f73f83 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "c7" +WHERE "class" = 'very_recom' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3249c3c0c29de5d23deb97eb8bccd7180a3a660 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"class\" = 'very_recom'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'very_recom'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"convenient\", \"support\": 208}, {\"housing\": \"less_conv\", \"support\": 100}, {\"housing\": \"critical\", \"support\": 20}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b747721d86ceb8f2abdbe3e1a2222fe424751ff7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:56:23.522699+00:00", + "ended_at": "2026-05-04T08:56:35.752268+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_012c589994d193d2", + "problem_id": "v2p_c7_9e417277d8f73f83", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "very_recom", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_012c589994d193d2.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_012c589994d193d2", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 20864, + "output_tokens": 152, + "total_tokens": 22001, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12193.32, + "sql_execution_elapsed_ms_total": 3.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_012c589994d193d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ec5395dcbea282f3f14eaf3c1bd6a65536cf2e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_012c589994d193d2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:35.741063+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12193.32, "started_at": "2026-05-04T08:56:23.530288+00:00", "ended_at": "2026-05-04T08:56:35.723199+00:00", "prompt_metrics": {"chars": 6441, "bytes_utf8": 6441, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21849, "cached_input_tokens": 20864, "output_tokens": 152}, "stderr_preview": "2026-05-04T08:56:23.697487Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:26.103718Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4efe47fd0226608d3e1793ce645095c69dc04e76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-6d8b-7750-a6b9-80feddbd64bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '2'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col bound to \\\"class\\\" and predicate children = '2' on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21847,"cached_input_tokens":21376,"output_tokens":109}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcea074983549b1e1fc366577c88b3eab96e582f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"children\" = '2'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 18;","notes":"Applied the provided Filtered Top-k Group Count template with group_col bound to \"class\" and predicate children = '2' on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..deb358790266019f35f54296de3d9fd6649cf760 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:01.045065Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:03.886070Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:10.950357Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d870ee227557436ebf5ed1a9be398dd76aa9af0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "priority", "support": 1092}, {"class": "not_recom", "support": 1080}, {"class": "spec_prior", "support": 968}, {"class": "very_recom", "support": 100}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..433632d00810a4feabdeaa69814be05dfcb2bd9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_026ba03525d369d3 +-- problem_id: v2p_c7_f93300315d1ba30a +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c7" +WHERE "children" = '2' +GROUP BY "class" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bba4ce4e7c81c1307361d33bb305d189139fb79d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"children\" = '2'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '2'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"priority\", \"support\": 1092}, {\"class\": \"not_recom\", \"support\": 1080}, {\"class\": \"spec_prior\", \"support\": 968}, {\"class\": \"very_recom\", \"support\": 100}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a4f6f62458a25836cfdd7f4117cac1ded2351f23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:58:00.835038+00:00", + "ended_at": "2026-05-04T08:58:11.788507+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_026ba03525d369d3", + "problem_id": "v2p_c7_f93300315d1ba30a", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_026ba03525d369d3.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_026ba03525d369d3", + "api_calls": 0, + "input_tokens": 21847, + "cached_input_tokens": 21376, + "output_tokens": 109, + "total_tokens": 21956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1758, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10915.47, + "sql_execution_elapsed_ms_total": 7.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_026ba03525d369d3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14bb8147e034a3cc963406b9b3fc9caa21b8a596 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_026ba03525d369d3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:11.771025+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10915.47, "started_at": "2026-05-04T08:58:00.838991+00:00", "ended_at": "2026-05-04T08:58:11.754534+00:00", "prompt_metrics": {"chars": 6431, "bytes_utf8": 6431, "lines": 206, "estimated_tokens": 1758}, "response_metrics": {"chars": 356, "bytes_utf8": 356, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21847, "cached_input_tokens": 21376, "output_tokens": 109}, "stderr_preview": "2026-05-04T08:58:01.045065Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:03.886070Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "social", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "entity_col": "social", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..95d07add8dd354282eca009e26380ca935b35966 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-06e1-70d1-9920-ac7bf19afaf7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided template with group_col=\\\"social\\\", entity_col=\\\"social\\\", predicate_col=\\\"social\\\", predicate_op=\\\"=\\\", predicate_value='nonprob', and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21881,"cached_input_tokens":20864,"output_tokens":173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4981c48bf8c75c46df6f16758a915ba002f179f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Applied the provided template with group_col=\"social\", entity_col=\"social\", predicate_col=\"social\", predicate_op=\"=\", predicate_value='nonprob', and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..752e475a12ea31a177701df077dbb55c39df8a95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:57.768846Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:00.588603Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:10.829216Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5af46059ca40ed119408a79267a9cce40271a030 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=social. +Result preview: [{"social": "nonprob", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3571e22935c97b98c9151402e36ec1b7b35fb62d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_02ae4f76f7745eed +-- problem_id: v2p_c7_0182f97b82dab147 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..796b2ae464bf24eae2786c8940c504a8630faffb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"social\", \"distinct_entities\"], \"rows\": [{\"social\": \"nonprob\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee5a69bd32f239f1678bbaa9ca0636931da5bc55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:13:57.596247+00:00", + "ended_at": "2026-05-04T09:14:11.654186+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_02ae4f76f7745eed", + "problem_id": "v2p_c7_0182f97b82dab147", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "entity_col": "social", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_02ae4f76f7745eed.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_02ae4f76f7745eed", + "api_calls": 0, + "input_tokens": 21881, + "cached_input_tokens": 20864, + "output_tokens": 173, + "total_tokens": 22054, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1792, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1896, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14009.0, + "sql_execution_elapsed_ms_total": 7.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_02ae4f76f7745eed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..183ecce7d461f13044921a458fd7512c57db9f89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_02ae4f76f7745eed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:11.636099+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14009.0, "started_at": "2026-05-04T09:13:57.599673+00:00", "ended_at": "2026-05-04T09:14:11.608839+00:00", "prompt_metrics": {"chars": 6578, "bytes_utf8": 6578, "lines": 208, "estimated_tokens": 1792}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21881, "cached_input_tokens": 20864, "output_tokens": 173}, "stderr_preview": "2026-05-04T09:13:57.768846Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:00.588603Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "health", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9ca7b3817aeea129187f608258cf22d1413dab2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-df34-73f0-a403-727a3019e555"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col=\\\"health\\\" and the bound predicate \\\"health\\\" = 'priority' on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21847,"cached_input_tokens":21376,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e26f16410779fe958dffbc8aef7d54c893796ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"health\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"health\"\nORDER BY support DESC\nLIMIT 12;","notes":"Applied the required Filtered Top-k Group Count template with group_col=\"health\" and the bound predicate \"health\" = 'priority' on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f06b9fdaa2a67228f0e8499ef7c32956b7d97dbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:24.592906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:27.203844Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:35.732095Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f650485d38679034a121e87da012bba1b3cd1471 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health. +Result preview: [{"health": "priority", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..154ec2fdfc0bd01d66d9ddebf4ed1c0014668908 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_03fb0be182789610 +-- problem_id: v2p_c7_85772376327cccd6 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS support +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "health" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d0152aa7a87c77145616303ebf89c17694c1b3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"health\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"health\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"health\", \"support\"], \"rows\": [{\"health\": \"priority\", \"support\": 4320}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d756a40e96ef2e30386b63b02d579eeba840da6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:57:24.383239+00:00", + "ended_at": "2026-05-04T08:57:36.809984+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_03fb0be182789610", + "problem_id": "v2p_c7_85772376327cccd6", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_03fb0be182789610.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_03fb0be182789610", + "api_calls": 0, + "input_tokens": 21847, + "cached_input_tokens": 21376, + "output_tokens": 164, + "total_tokens": 22011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1758, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12367.57, + "sql_execution_elapsed_ms_total": 6.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_03fb0be182789610\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30008c38fdf09900bce5ae054c2c668c2e606238 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_03fb0be182789610/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:36.788205+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12367.57, "started_at": "2026-05-04T08:57:24.385862+00:00", "ended_at": "2026-05-04T08:57:36.753029+00:00", "prompt_metrics": {"chars": 6436, "bytes_utf8": 6436, "lines": 206, "estimated_tokens": 1758}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21847, "cached_input_tokens": 21376, "output_tokens": 164}, "stderr_preview": "2026-05-04T08:57:24.592906Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:27.203844Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=form, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "form", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47e8d5beae51e3803bc261580a26368f62799e7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-bba2-7813-a7a9-8999d00a9d3c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"form\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=4, and top_k=17. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":21376,"output_tokens":163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1879f60c19c22d43d387de14e36f05bea62d17a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"form\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"form\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Used the required Tail Target-Rate Extremes template with group_col=\"form\", target_col=\"class\", target_value='spec_prior', min_support=4, and top_k=17. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f72178bad572300d87ec912d966f1374974f8f58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:59.763927Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:02.199107Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:10.408271Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b1218812ae9a7602f6f390294b3e16337c59bc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=form, target_col=class. +Result preview: [{"form": "foster", "support": 3240, "focus_rate": 0.3506172839506173}, {"form": "incomplete", "support": 3240, "focus_rate": 0.32469135802469135}, {"form": "completed", "support": 3240, "focus_rate": 0.29876543209876544}, {"form": "complete", "support": 3240, "focus_rate": 0.2740740740740741}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2702b2323e93f5f42a20f75807e31e319aab157c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_04223e355625648d +-- problem_id: v2p_c7_46df379f83ed34ce +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "form" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55ece5730911f432a890f0e6df4e26175e8e06a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"form\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"form\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"form\", \"support\", \"focus_rate\"], \"rows\": [{\"form\": \"foster\", \"support\": 3240, \"focus_rate\": 0.3506172839506173}, {\"form\": \"incomplete\", \"support\": 3240, \"focus_rate\": 0.32469135802469135}, {\"form\": \"completed\", \"support\": 3240, \"focus_rate\": 0.29876543209876544}, {\"form\": \"complete\", \"support\": 3240, \"focus_rate\": 0.2740740740740741}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2ed566c23b5fc01f0de3360034de1bffec85df6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:05:59.598589+00:00", + "ended_at": "2026-05-04T09:06:11.516696+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_04223e355625648d", + "problem_id": "v2p_c7_46df379f83ed34ce", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=form, target_col=class.", + "bindings": { + "group_col": "form", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_04223e355625648d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_04223e355625648d", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 21376, + "output_tokens": 163, + "total_tokens": 22078, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 138, + "estimated_total_tokens": 1964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11881.71, + "sql_execution_elapsed_ms_total": 8.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_04223e355625648d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14bc7aff1abe419ad70bc41a0cef28a6693d4f02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:11.500240+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11881.71, "started_at": "2026-05-04T09:05:59.601858+00:00", "ended_at": "2026-05-04T09:06:11.481060+00:00", "prompt_metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 21915, "cached_input_tokens": 21376, "output_tokens": 163}, "stderr_preview": "2026-05-04T09:05:59.763927Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:02.199107Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"form\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=4, and top_k=17. SQLite-compatible and single-table only.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3b5f7155dfd194bdda95bafc32d8ebf2b4277075 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04223e355625648d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_04223e355625648d", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 21376, + "output_tokens": 163, + "total_tokens": 22078, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 138, + "estimated_total_tokens": 1964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11881.71, + "sql_execution_elapsed_ms_total": 8.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_04223e355625648d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..950447f669340c55e59b24b93fc6bbac6f8f4d3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6506, "bytes_utf8": 6506, "lines": 207, "estimated_tokens": 1770}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21861, "cached_input_tokens": 20864, "output_tokens": 174}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e416e746f42077adb15eab9f6ebf57af198b7c31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_04583d18fceb9d91", + "api_calls": 0, + "input_tokens": 21861, + "cached_input_tokens": 20864, + "output_tokens": 174, + "total_tokens": 22035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1770, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1871, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14136.85, + "sql_execution_elapsed_ms_total": 9.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_04583d18fceb9d91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..923a41784707fef88d0daffde1ffbc333890110e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:53:11.537877+00:00", + "ended_at": "2026-05-04T08:53:25.674668+00:00", + "elapsed_ms": 14136.85, + "prompt_metrics": { + "chars": 6506, + "bytes_utf8": 6506, + "lines": 207, + "estimated_tokens": 1770 + }, + "stdout_metrics": { + "chars": 743, + "bytes_utf8": 743, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 418, + "bytes_utf8": 418, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 21861, + "cached_input_tokens": 20864, + "output_tokens": 174 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac1e301b41826e471af78e63b3692dac5d2113eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=form, condition_col=form.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "completed", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b43708ac8166c7efbea1ad62cd938b3fd80df834 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-0384-7402-a892-4d4983293f47"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"form\\\",\\n AVG(CASE WHEN \\\"form\\\" = 'completed' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"form\\\" and condition_col bound to \\\"form\\\", preserving the planned condition_value 'completed' exactly as provided.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21861,"cached_input_tokens":20864,"output_tokens":174}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8861dd905fd4e517d91ca054d26517aa6b9b9816 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"form\",\n AVG(CASE WHEN \"form\" = 'completed' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"form\" and condition_col bound to \"form\", preserving the planned condition_value 'completed' exactly as provided."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c108027363717d05fc111a1aaa8b656f03af97b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:11.741889Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:14.151157Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:24.533689Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1669b24fd939cd878fddcd413403dfd30c5d8785 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=form, condition_col=form. +Result preview: [{"form": "completed", "condition_rate": 1.0}, {"form": "incomplete", "condition_rate": 0.0}, {"form": "foster", "condition_rate": 0.0}, {"form": "complete", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d131955756103fe695b6793792f904e5fb0a0b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_04583d18fceb9d91 +-- problem_id: v2p_c7_a1a62493598b7266 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", + AVG(CASE WHEN "form" = 'completed' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "form" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cff89180e916790153dabd254bd55645878b90e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"form\",\n AVG(CASE WHEN \"form\" = 'completed' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"form\\\",\\n AVG(CASE WHEN \\\"form\\\" = 'completed' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"form\", \"condition_rate\"], \"rows\": [{\"form\": \"completed\", \"condition_rate\": 1.0}, {\"form\": \"incomplete\", \"condition_rate\": 0.0}, {\"form\": \"foster\", \"condition_rate\": 0.0}, {\"form\": \"complete\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b40951a6d3aaf616a595e7be0844e3afa3b3307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:53:11.533893+00:00", + "ended_at": "2026-05-04T08:53:25.711163+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_04583d18fceb9d91", + "problem_id": "v2p_c7_a1a62493598b7266", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=form, condition_col=form.", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "completed", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_04583d18fceb9d91.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_04583d18fceb9d91", + "api_calls": 0, + "input_tokens": 21861, + "cached_input_tokens": 20864, + "output_tokens": 174, + "total_tokens": 22035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1770, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1871, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14136.85, + "sql_execution_elapsed_ms_total": 9.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_04583d18fceb9d91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfcf74b8a559dbccf1cb6be62cf480e0d5de164e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_04583d18fceb9d91/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:25.692147+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14136.85, "started_at": "2026-05-04T08:53:11.537877+00:00", "ended_at": "2026-05-04T08:53:25.674668+00:00", "prompt_metrics": {"chars": 6506, "bytes_utf8": 6506, "lines": 207, "estimated_tokens": 1770}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21861, "cached_input_tokens": 20864, "output_tokens": 174}, "stderr_preview": "2026-05-04T08:53:11.741889Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:14.151157Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2332bd06c5edd818560c4b062970934abf576770 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-3ae4-73d1-83b0-ae73774c0cbf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"children\\\" and condition_col=\\\"children\\\", using condition_value='1' as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21863,"cached_input_tokens":19840,"output_tokens":110}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d46e2ed45dfc2b5ec04e73c95ba7cbb6924611b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"children\" and condition_col=\"children\", using condition_value='1' as bound."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a7e3aa033710a44e72e6ed995b50c55b6df107b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:25.928310Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:28.354113Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:35.180819Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..272f43cd34f51b06aa2e6901d20ed977f77a582a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=children. +Result preview: [{"children": "1", "condition_rate": 1.0}, {"children": "more", "condition_rate": 0.0}, {"children": "3", "condition_rate": 0.0}, {"children": "2", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ebb24b712ab428e661512476ac8861fae333055 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_062e406216114f8a +-- problem_id: v2p_c7_154765043785507b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f0324e674a26677a61726da9d5ef6453ca4c242 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"1\", \"condition_rate\": 1.0}, {\"children\": \"more\", \"condition_rate\": 0.0}, {\"children\": \"3\", \"condition_rate\": 0.0}, {\"children\": \"2\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c4e6c1356172d11ddf20f5e03315c87c3ecdcb0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:53:25.713327+00:00", + "ended_at": "2026-05-04T08:53:36.160338+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_062e406216114f8a", + "problem_id": "v2p_c7_154765043785507b", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=children.", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_062e406216114f8a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_062e406216114f8a", + "api_calls": 0, + "input_tokens": 21863, + "cached_input_tokens": 19840, + "output_tokens": 110, + "total_tokens": 21973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1772, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1866, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10405.58, + "sql_execution_elapsed_ms_total": 7.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_062e406216114f8a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ab8ba2e86704d686e68f8c51658ee42ecac19ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_062e406216114f8a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:36.145063+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10405.58, "started_at": "2026-05-04T08:53:25.716834+00:00", "ended_at": "2026-05-04T08:53:36.121807+00:00", "prompt_metrics": {"chars": 6488, "bytes_utf8": 6488, "lines": 207, "estimated_tokens": 1772}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21863, "cached_input_tokens": 19840, "output_tokens": 110}, "stderr_preview": "2026-05-04T08:53:25.928310Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:28.354113Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=finance, condition_col=finance.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "inconv", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d0a5fd8d01135e3b4cb1017326ae0eabb529317 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-1833-78d1-831d-c87f8dd8f644"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"finance\\\",\\n AVG(CASE WHEN \\\"finance\\\" = 'inconv' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with both group_col and condition_col bound to \\\"finance\\\", and condition_value bound to 'inconv'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21868,"cached_input_tokens":21376,"output_tokens":155}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8a5f5d34e21e2906ff659fea95f9017d4350630 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"finance\",\n AVG(CASE WHEN \"finance\" = 'inconv' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with both group_col and condition_col bound to \"finance\", and condition_value bound to 'inconv'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..254268c7999667ae0f006552d51fee0659a373f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:22.595178Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:25.082715Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:33.134014Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fe1467ff4037d1dfcd3fbcdf3b57b2849c7d738 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=finance, condition_col=finance. +Result preview: [{"finance": "inconv", "condition_rate": 1.0}, {"finance": "convenient", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ff336aa9065b8f5ce1af369892eec8286750d2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_06bed66ec79a0d7d +-- problem_id: v2p_c7_e72a07d03e4bb343 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", + AVG(CASE WHEN "finance" = 'inconv' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "finance" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45e574ce01ca30a5d2cce41de47d0d9825012de7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"finance\",\n AVG(CASE WHEN \"finance\" = 'inconv' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"finance\\\",\\n AVG(CASE WHEN \\\"finance\\\" = 'inconv' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"finance\", \"condition_rate\"], \"rows\": [{\"finance\": \"inconv\", \"condition_rate\": 1.0}, {\"finance\": \"convenient\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..083ca085c3ada54b8e96efc009f9ce5e2a844b6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:54:22.341261+00:00", + "ended_at": "2026-05-04T08:54:34.010090+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_06bed66ec79a0d7d", + "problem_id": "v2p_c7_e72a07d03e4bb343", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=finance, condition_col=finance.", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "inconv", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_06bed66ec79a0d7d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_06bed66ec79a0d7d", + "api_calls": 0, + "input_tokens": 21868, + "cached_input_tokens": 21376, + "output_tokens": 155, + "total_tokens": 22023, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1777, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1873, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11619.29, + "sql_execution_elapsed_ms_total": 10.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_06bed66ec79a0d7d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..570c5b827ad83ac6e7476255bd48fe354c6b2957 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_06bed66ec79a0d7d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:33.989470+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11619.29, "started_at": "2026-05-04T08:54:22.344058+00:00", "ended_at": "2026-05-04T08:54:33.963381+00:00", "prompt_metrics": {"chars": 6510, "bytes_utf8": 6510, "lines": 207, "estimated_tokens": 1777}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21868, "cached_input_tokens": 21376, "output_tokens": 155}, "stderr_preview": "2026-05-04T08:54:22.595178Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:25.082715Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=social.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e48646d03c1f5198408b4a59873d3818d93b82e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-802d-7c72-afb1-f185c60da898"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"social\\\"\\nLIMIT 13;\",\"notes\":\"Used the required template with fixed bindings group_col=\\\"parents\\\", group_col_2=\\\"social\\\", top_k=13, on the single table \\\"c7\\\" with SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21878,"cached_input_tokens":21376,"output_tokens":125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..938cad5bd28ae742d698c53483ebb83623fd5499 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"social\"\nORDER BY support ASC, \"parents\", \"social\"\nLIMIT 13;","notes":"Used the required template with fixed bindings group_col=\"parents\", group_col_2=\"social\", top_k=13, on the single table \"c7\" with SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07e7c3ba95878d2d9ffd51b472460a729054d981 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:12.234233Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:14.731555Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:22.807374Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b1ed09136acdf4c1bd3e359c732fcec920fef8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=social. +Result preview: [{"parents": "great_pret", "social": "nonprob", "support": 1440}, {"parents": "great_pret", "social": "problematic", "support": 1440}, {"parents": "great_pret", "social": "slightly_prob", "support": 1440}, {"parents": "pretentious", "social": "nonprob", "support": 1440}, {"parents": "pretentious", "social": "problematic", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..86b89f82964b088bd0aab4b8b2ca8aa4281db033 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_08946c979c78e6ff +-- problem_id: v2p_c7_caa92c46368ffdb0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "social" +ORDER BY support ASC, "parents", "social" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65e080bfe2519c832e2d13694cbcd87254522328 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"social\"\nORDER BY support ASC, \"parents\", \"social\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"social\\\"\\nLIMIT 13;\", \"columns\": [\"parents\", \"social\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"social\": \"nonprob\", \"support\": 1440}, {\"parents\": \"great_pret\", \"social\": \"problematic\", \"support\": 1440}, {\"parents\": \"great_pret\", \"social\": \"slightly_prob\", \"support\": 1440}, {\"parents\": \"pretentious\", \"social\": \"nonprob\", \"support\": 1440}, {\"parents\": \"pretentious\", \"social\": \"problematic\", \"support\": 1440}, {\"parents\": \"pretentious\", \"social\": \"slightly_prob\", \"support\": 1440}, {\"parents\": \"usual\", \"social\": \"nonprob\", \"support\": 1440}, {\"parents\": \"usual\", \"social\": \"problematic\", \"support\": 1440}, {\"parents\": \"usual\", \"social\": \"slightly_prob\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1112fe489d5fb569c79e9be9448f81008a985f54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:11:12.023366+00:00", + "ended_at": "2026-05-04T09:11:23.470569+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_08946c979c78e6ff", + "problem_id": "v2p_c7_caa92c46368ffdb0", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=social.", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_08946c979c78e6ff.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_08946c979c78e6ff", + "api_calls": 0, + "input_tokens": 21878, + "cached_input_tokens": 21376, + "output_tokens": 125, + "total_tokens": 22003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1789, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1896, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11389.6, + "sql_execution_elapsed_ms_total": 16.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_08946c979c78e6ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d08f61635e10513a2e9bdcf351463f67b3f2c86e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_08946c979c78e6ff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:23.439406+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11389.6, "started_at": "2026-05-04T09:11:12.029594+00:00", "ended_at": "2026-05-04T09:11:23.420611+00:00", "prompt_metrics": {"chars": 6415, "bytes_utf8": 6415, "lines": 204, "estimated_tokens": 1789}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21878, "cached_input_tokens": 21376, "output_tokens": 125}, "stderr_preview": "2026-05-04T09:11:12.234233Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:14.731555Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be41a10c9b1aa7cf0987aa77e468cff23e94a0e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-63c2-7791-a3ed-6cb2e72f41cb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"children\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col and condition_col both bound to \\\"children\\\", and condition_value fixed to '2'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21864,"cached_input_tokens":21376,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b8fd23c341126dbd0096253bd819b20de8003ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"children\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col and condition_col both bound to \"children\", and condition_value fixed to '2'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53c553aa8bb5357a855afe231e9011bf992e7eb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:36.388103Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:39.003895Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:46.636540Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4240c9339ac857051c1e93d9124dea8145676b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=children. +Result preview: [{"children": "2", "condition_rate": 1.0}, {"children": "more", "condition_rate": 0.0}, {"children": "3", "condition_rate": 0.0}, {"children": "1", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa980b13f08ad73ae32ac79b0aac716050c6d108 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_092cdc9ae951b027 +-- problem_id: v2p_c7_e025863050aa861f +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "children" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f1873d6b9d55af6bb414e5e4134e9a0ba40a24c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"children\" = '2' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"children\\\" = '2' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"2\", \"condition_rate\": 1.0}, {\"children\": \"more\", \"condition_rate\": 0.0}, {\"children\": \"3\", \"condition_rate\": 0.0}, {\"children\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..92933264fffd926d0c371a574050f52e8408e263 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:53:36.162394+00:00", + "ended_at": "2026-05-04T08:53:47.540197+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_092cdc9ae951b027", + "problem_id": "v2p_c7_e025863050aa861f", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=children.", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "2", + "positive_value": "1", + "negative_value": "2", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_092cdc9ae951b027.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_092cdc9ae951b027", + "api_calls": 0, + "input_tokens": 21864, + "cached_input_tokens": 21376, + "output_tokens": 119, + "total_tokens": 21983, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1773, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1876, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11327.29, + "sql_execution_elapsed_ms_total": 8.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_092cdc9ae951b027\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab0edd0885236fe056521fef71623fa42c2c672b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_092cdc9ae951b027/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:47.522548+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11327.29, "started_at": "2026-05-04T08:53:36.165848+00:00", "ended_at": "2026-05-04T08:53:47.493243+00:00", "prompt_metrics": {"chars": 6495, "bytes_utf8": 6495, "lines": 207, "estimated_tokens": 1773}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21864, "cached_input_tokens": 21376, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:53:36.388103Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:39.003895Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "social", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3e01c9f31fb8d0df1a62e90bb175bde744abaa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-8815-7842-8503-7a1f9b9940a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"social\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"social\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the planned template with group_col=\\\"social\\\" and predicate \\\"social\\\" = 'nonprob'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21850,"cached_input_tokens":20864,"output_tokens":161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c58d9fb1e69c38cff52ff83fcf427dea39705e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"social\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"social\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the planned template with group_col=\"social\" and predicate \"social\" = 'nonprob'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..992045ed3e9c15172e709a77fcf723d031a74b60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:02.322505Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:04.844198Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:12.818071Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99fc1073a68528cc169941c79dcb32357cd53b2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=social. +Result preview: [{"social": "nonprob", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d884d74da7b146e6747993983d7c8a2f44342ef1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_0b6ef769e897d265 +-- problem_id: v2p_c7_1f9979efd8b69d85 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS support +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "social" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce222db1466159bd4fd3c35f401e156c9a74496c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"social\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"social\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"social\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"social\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"social\", \"support\"], \"rows\": [{\"social\": \"nonprob\", \"support\": 4320}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..afeab89654de939faddf77f6a0c5477d9ccafcfb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:57:02.087928+00:00", + "ended_at": "2026-05-04T08:57:13.697896+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_0b6ef769e897d265", + "problem_id": "v2p_c7_1f9979efd8b69d85", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_0b6ef769e897d265.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_0b6ef769e897d265", + "api_calls": 0, + "input_tokens": 21850, + "cached_input_tokens": 20864, + "output_tokens": 161, + "total_tokens": 22011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1761, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1848, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11577.95, + "sql_execution_elapsed_ms_total": 3.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_0b6ef769e897d265\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..013ecd013f12292e796e20a92520dd2f963526eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0b6ef769e897d265/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:13.686745+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11577.95, "started_at": "2026-05-04T08:57:02.091517+00:00", "ended_at": "2026-05-04T08:57:13.667650+00:00", "prompt_metrics": {"chars": 6436, "bytes_utf8": 6436, "lines": 206, "estimated_tokens": 1761}, "response_metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21850, "cached_input_tokens": 20864, "output_tokens": 161}, "stderr_preview": "2026-05-04T08:57:02.322505Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:04.844198Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=finance, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "finance", + "group_col_2": "class", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..97862af1109e364a03a9c4a713e0a01a315665fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-5169-76e2-b602-90ff3908d50f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with fixed bindings group_col=finance, group_col_2=class, target_col=class, and target_value='spec_prior' using SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":19840,"output_tokens":184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03fa04e320fd51f7bd8607ba2abab5b417a8085a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"class\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"finance\", \"class\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with fixed bindings group_col=finance, group_col_2=class, target_col=class, and target_value='spec_prior' using SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15d442bc5d8d5c074449d271c2ead6a95f9f71e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:20.641789Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:23.299343Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:31.838872Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fd561be11e4aba4e39f640e52d522d38b152c6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=finance, group_col_2=class, target_col=class. +Result preview: [{"finance": "convenient", "class": "spec_prior", "target_rate": 1.0}, {"finance": "inconv", "class": "spec_prior", "target_rate": 1.0}, {"finance": "convenient", "class": "not_recom", "target_rate": 0.0}, {"finance": "convenient", "class": "priority", "target_rate": 0.0}, {"finance": "convenient", "class": "recommend", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c00342e84fe41a5f557bbd2138a4aafe4c597aa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_0cf2b8f7d2847213 +-- problem_id: v2p_c7_57a2b37ef747e788 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "class", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58b2c600daec147ca99f6fc9aa9c39ea7514e80f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"class\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"finance\", \"class\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"finance\", \"class\", \"target_rate\"], \"rows\": [{\"finance\": \"convenient\", \"class\": \"spec_prior\", \"target_rate\": 1.0}, {\"finance\": \"inconv\", \"class\": \"spec_prior\", \"target_rate\": 1.0}, {\"finance\": \"convenient\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"finance\": \"convenient\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"finance\": \"convenient\", \"class\": \"recommend\", \"target_rate\": 0.0}, {\"finance\": \"convenient\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"finance\": \"inconv\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"finance\": \"inconv\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"finance\": \"inconv\", \"class\": \"very_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..98a1f5693c7a71c6fa16db6c621096d757726522 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:51:20.395433+00:00", + "ended_at": "2026-05-04T08:51:32.681282+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_0cf2b8f7d2847213", + "problem_id": "v2p_c7_57a2b37ef747e788", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=finance, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "finance", + "group_col_2": "class", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_0cf2b8f7d2847213.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_0cf2b8f7d2847213", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 19840, + "output_tokens": 184, + "total_tokens": 22088, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1813, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12235.05, + "sql_execution_elapsed_ms_total": 13.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_0cf2b8f7d2847213\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18f262244eb14991a1ef726a8708972799f400df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0cf2b8f7d2847213/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:32.659581+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12235.05, "started_at": "2026-05-04T08:51:20.407292+00:00", "ended_at": "2026-05-04T08:51:32.642670+00:00", "prompt_metrics": {"chars": 6555, "bytes_utf8": 6555, "lines": 207, "estimated_tokens": 1813}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21904, "cached_input_tokens": 19840, "output_tokens": 184}, "stderr_preview": "2026-05-04T08:51:20.641789Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:23.299343Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=class.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "class", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a0332b81cb154cf62d36dd4b272003fd21ce4d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-c047-7f33-8edb-89f5c03f305c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"parents\\\", \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the required filtered two-dimensional group count template with group_col=\\\"parents\\\", group_col_2=\\\"class\\\", and predicate health = 'priority'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21893,"cached_input_tokens":19840,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1537e4f7f8963540bb5aafcbd0f9f9b5aa1c5260 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"class\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"parents\", \"class\"\nORDER BY row_count DESC;","notes":"Uses the required filtered two-dimensional group count template with group_col=\"parents\", group_col_2=\"class\", and predicate health = 'priority'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03112f494573dbcf61a58952419bff4ea4018d7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:45:15.823548Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:45:18.478598Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:45:27.929754Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fe2aaefa40486caca8a6be40fe22c1d3fa6f5ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=class. +Result preview: [{"parents": "great_pret", "class": "spec_prior", "row_count": 1233}, {"parents": "usual", "class": "priority", "row_count": 966}, {"parents": "pretentious", "class": "spec_prior", "row_count": 759}, {"parents": "pretentious", "class": "priority", "row_count": 681}, {"parents": "usual", "class": "spec_prior", "row_count": 474}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa66acb31936aa4e9ed426126db52e532a1fbdba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_0e79dcd1a9d47ac5 +-- problem_id: v2p_c7_0cd6ae47d290b829 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "class", COUNT(*) AS row_count +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "parents", "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..726c6b863b31776faf909c3505a410c500b1ada3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"class\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"parents\", \"class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"parents\\\", \\\"class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"class\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"class\": \"spec_prior\", \"row_count\": 1233}, {\"parents\": \"usual\", \"class\": \"priority\", \"row_count\": 966}, {\"parents\": \"pretentious\", \"class\": \"spec_prior\", \"row_count\": 759}, {\"parents\": \"pretentious\", \"class\": \"priority\", \"row_count\": 681}, {\"parents\": \"usual\", \"class\": \"spec_prior\", \"row_count\": 474}, {\"parents\": \"great_pret\", \"class\": \"priority\", \"row_count\": 207}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f0244f7f01bc6ffe9070d8021dc2fcbd3a8bc40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:45:15.556645+00:00", + "ended_at": "2026-05-04T08:45:28.630581+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_0e79dcd1a9d47ac5", + "problem_id": "v2p_c7_0cd6ae47d290b829", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=class.", + "bindings": { + "group_col": "parents", + "group_col_2": "class", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=7" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_0e79dcd1a9d47ac5.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_0e79dcd1a9d47ac5", + "api_calls": 0, + "input_tokens": 21893, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 22012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1802, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1905, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13034.12, + "sql_execution_elapsed_ms_total": 6.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_0e79dcd1a9d47ac5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a51e62d97f073c9feb1ffbc55a05b7161a30fb3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e79dcd1a9d47ac5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:45:28.615124+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13034.12, "started_at": "2026-05-04T08:45:15.560634+00:00", "ended_at": "2026-05-04T08:45:28.594778+00:00", "prompt_metrics": {"chars": 6557, "bytes_utf8": 6557, "lines": 208, "estimated_tokens": 1802}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21893, "cached_input_tokens": 19840, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:45:15.823548Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:45:18.478598Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "social", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..922d88d81b903b6112b2be75a814dff99c601742 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-abd0-7f20-b149-81c8318e0874"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"social\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"social\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":19840,"output_tokens":116}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6f0a3c9147639ccb7b8c4267961f1760af85f81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"social\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"social\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f880d859fa731b574a1c9044e918f821c748d8d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:22.537727Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:25.014108Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:32.693853Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc93f378bc5eb9e6b5cc7f56b3b4d3d0794fc9df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=social. +Result preview: [{"social": "slightly_prob", "row_count": 4320}, {"social": "problematic", "row_count": 4320}, {"social": "nonprob", "row_count": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..412d1acc952e6b64a9fd9bbf1fe68e7bb8748a29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_0e7de9fd4557f822 +-- problem_id: v2p_c7_183e4bb260257235 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS row_count +FROM "c7" +GROUP BY "social" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16fc8bba65c4edb0c981762ffc7f694ced0557db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"social\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"social\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"social\", \"row_count\"], \"rows\": [{\"social\": \"slightly_prob\", \"row_count\": 4320}, {\"social\": \"problematic\", \"row_count\": 4320}, {\"social\": \"nonprob\", \"row_count\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e3e5966e1a4c0fc52756b2e69039d1fc1ca8f22b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:59:22.274106+00:00", + "ended_at": "2026-05-04T08:59:33.580505+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_0e7de9fd4557f822", + "problem_id": "v2p_c7_183e4bb260257235", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_0e7de9fd4557f822.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_0e7de9fd4557f822", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 19840, + "output_tokens": 116, + "total_tokens": 21893, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1757, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11249.9, + "sql_execution_elapsed_ms_total": 13.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_0e7de9fd4557f822\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..646f85f76b38977086fa565408a7444561fcee38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_0e7de9fd4557f822/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:33.554721+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11249.9, "started_at": "2026-05-04T08:59:22.280777+00:00", "ended_at": "2026-05-04T08:59:33.527009+00:00", "prompt_metrics": {"chars": 6158, "bytes_utf8": 6158, "lines": 202, "estimated_tokens": 1686}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21777, "cached_input_tokens": 19840, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:59:22.537727Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:25.014108Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "housing", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b2981dd2d7db543bbf05b2d43beaa84e175cde1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-d545-7060-ae55-ff93d8a315c6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"housing\\\" and only the single allowed table/columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":20864,"output_tokens":88}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18006ff92d9391b383d36e7146240844b69959a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"housing\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"housing\" and only the single allowed table/columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f45321c2fe6bbb3c4ccacd0bcb2338605bf75836 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:38.652321Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:41.075466Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:48.838810Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..23b810ecf516a6cdba45dc0f2090e9ea97c884b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing. +Result preview: [{"housing": "less_conv", "row_count": 4320}, {"housing": "critical", "row_count": 4320}, {"housing": "convenient", "row_count": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..febf9658d00fab6dcb8702a4efa661126a61a08d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_10fdbda0f4a1aaeb +-- problem_id: v2p_c7_62788bae225c6062 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS row_count +FROM "c7" +GROUP BY "housing" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e0abbdef544e49d5ca8b4f2bbe02db14c52c64f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"housing\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"housing\", \"row_count\"], \"rows\": [{\"housing\": \"less_conv\", \"row_count\": 4320}, {\"housing\": \"critical\", \"row_count\": 4320}, {\"housing\": \"convenient\", \"row_count\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22c080e9abb4ea5f1c7294af03f96397b8805b06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:00:38.460569+00:00", + "ended_at": "2026-05-04T09:00:50.692031+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_10fdbda0f4a1aaeb", + "problem_id": "v2p_c7_62788bae225c6062", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_10fdbda0f4a1aaeb.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_10fdbda0f4a1aaeb", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 20864, + "output_tokens": 88, + "total_tokens": 21865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1757, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12192.37, + "sql_execution_elapsed_ms_total": 8.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_10fdbda0f4a1aaeb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..377de669a1a49ca15d596c57db83ab61f932df66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_10fdbda0f4a1aaeb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:50.673979+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12192.37, "started_at": "2026-05-04T09:00:38.464287+00:00", "ended_at": "2026-05-04T09:00:50.656648+00:00", "prompt_metrics": {"chars": 6159, "bytes_utf8": 6159, "lines": 202, "estimated_tokens": 1686}, "response_metrics": {"chars": 298, "bytes_utf8": 298, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21777, "cached_input_tokens": 20864, "output_tokens": 88}, "stderr_preview": "2026-05-04T09:00:38.652321Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:41.075466Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=form.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "form", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..887bdd65a4cc8862bf0926d48409fb9bcbcc7caf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-3519-72f0-b08c-aa2a2394cf73"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY support ASC, \\\"form\\\"\\nLIMIT 16;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"form\\\" and top_k set to 16. SQLite-compatible single-table SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":21376,"output_tokens":106}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03fa185991418008b75a8a6cd583abdade4582fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY support ASC, \"form\"\nLIMIT 16;","notes":"Uses the provided Low-Support Group Count template with group_col bound to \"form\" and top_k set to 16. SQLite-compatible single-table SELECT only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dbcf4feca9f1c2bbf8e023b5968214079b8a04d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:42.000351Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:44.339620Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:51.121049Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c018c69c0e87032705463a3004a4e67251b18b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=form. +Result preview: [{"form": "complete", "support": 3240}, {"form": "completed", "support": 3240}, {"form": "foster", "support": 3240}, {"form": "incomplete", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f87b0a244f2b8b9978ea0d74720ffc64b7f5c43a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_120a18f6f602f85e +-- problem_id: v2p_c7_eadca54579b96b33 +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "form" +ORDER BY support ASC, "form" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b06b5550cd0f6e0736e9d530d18c2b5132949404 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY support ASC, \"form\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY support ASC, \\\"form\\\"\\nLIMIT 16;\", \"columns\": [\"form\", \"support\"], \"rows\": [{\"form\": \"complete\", \"support\": 3240}, {\"form\": \"completed\", \"support\": 3240}, {\"form\": \"foster\", \"support\": 3240}, {\"form\": \"incomplete\", \"support\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..05d5aca2b27e17a7d93aeb1d0f304cd8318ad271 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:08:41.728017+00:00", + "ended_at": "2026-05-04T09:08:51.948014+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_120a18f6f602f85e", + "problem_id": "v2p_c7_eadca54579b96b33", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=form.", + "bindings": { + "group_col": "form", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_120a18f6f602f85e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_120a18f6f602f85e", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 21376, + "output_tokens": 106, + "total_tokens": 21917, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 90, + "estimated_total_tokens": 1812, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10184.59, + "sql_execution_elapsed_ms_total": 6.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_120a18f6f602f85e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..514ba7f79727550ee1024fc5011a9fb4beb6052a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_120a18f6f602f85e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:51.933232+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10184.59, "started_at": "2026-05-04T09:08:41.731762+00:00", "ended_at": "2026-05-04T09:08:51.916660+00:00", "prompt_metrics": {"chars": 6235, "bytes_utf8": 6235, "lines": 202, "estimated_tokens": 1722}, "response_metrics": {"chars": 343, "bytes_utf8": 343, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 21811, "cached_input_tokens": 21376, "output_tokens": 106}, "stderr_preview": "2026-05-04T09:08:42.000351Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:44.339620Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "3", + "entity_col": "class", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e7b42b5e0608d164a643458c3856da440e546f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-cabc-7932-8109-1b677e9beb18"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '3'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\",\"notes\":\"Applied the required template with group_col=\\\"class\\\", entity_col=\\\"class\\\", predicate on \\\"children\\\" = '3', and SQLite-compatible quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c61874758986d1bb302aa61f64fc2840ab000926 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nWHERE \"children\" = '3'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 19;","notes":"Applied the required template with group_col=\"class\", entity_col=\"class\", predicate on \"children\" = '3', and SQLite-compatible quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..794363456add850f9c211977828211262d20be28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:47.953782Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:50.291037Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:59.658676Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dbff121234a225770746e96e1e3038f59f9dabd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class. +Result preview: [{"class": "very_recom", "distinct_entities": 1}, {"class": "spec_prior", "distinct_entities": 1}, {"class": "priority", "distinct_entities": 1}, {"class": "not_recom", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..04a188ddadb56d1b987e5863e50586f5f9d18da1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_189816d0ee3318b4 +-- problem_id: v2p_c7_63dec50ecaa7839b +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +WHERE "children" = '3' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1d9637eba3cd4bad0a2ea40ee6eb28e2000f4cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nWHERE \"children\" = '3'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '3'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 19;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"very_recom\", \"distinct_entities\": 1}, {\"class\": \"spec_prior\", \"distinct_entities\": 1}, {\"class\": \"priority\", \"distinct_entities\": 1}, {\"class\": \"not_recom\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..20da9eceba0c9b0fa4a0ccfe0fa7bfeeec3fd0ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:14:47.756967+00:00", + "ended_at": "2026-05-04T09:15:00.822883+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_189816d0ee3318b4", + "problem_id": "v2p_c7_63dec50ecaa7839b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "3", + "entity_col": "class", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_189816d0ee3318b4.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_189816d0ee3318b4", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 183, + "total_tokens": 22062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1886, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13028.34, + "sql_execution_elapsed_ms_total": 5.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_189816d0ee3318b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e818a63f62e5629b006f44c99e35113e3cd932f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_189816d0ee3318b4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:15:00.810024+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13028.34, "started_at": "2026-05-04T09:14:47.761051+00:00", "ended_at": "2026-05-04T09:15:00.789372+00:00", "prompt_metrics": {"chars": 6570, "bytes_utf8": 6570, "lines": 208, "estimated_tokens": 1790}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 183}, "stderr_preview": "2026-05-04T09:14:47.953782Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:50.291037Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "recommend", + "entity_col": "class", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e2fc4d37440a4df71ef4d81924b0ebebf65d942 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-9745-7980-a565-5c3cad9b116a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'recommend'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Used the provided template with fixed bindings: group_col=\\\"class\\\", entity_col=\\\"class\\\", predicate_col=\\\"class\\\", predicate_value='recommend', top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21880,"cached_input_tokens":20864,"output_tokens":171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cf118e34cf50f7f3cff5ed642b41b8f5c62b5e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nWHERE \"class\" = 'recommend'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Used the provided template with fixed bindings: group_col=\"class\", entity_col=\"class\", predicate_col=\"class\", predicate_value='recommend', top_k=14."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd404483143f35a2a6f634c1abedc47f22026efd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:34.762166Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:37.293330Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:46.591735Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..111019e433c1555d2b7c57b9cec78c319d3ca299 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=class. +Result preview: [{"class": "recommend", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..173d71d0acfc4d430e0ee6ee0a4b5971e5c791ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_19656a865f1e1ef8 +-- problem_id: v2p_c7_89f587d7fc02f000 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +WHERE "class" = 'recommend' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d9a49627377bdf0135c8c58a68e9def944b81cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"class\", COUNT(DISTINCT \"class\") AS distinct_entities\nFROM \"c7\"\nWHERE \"class\" = 'recommend'\nGROUP BY \"class\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"class\\\", COUNT(DISTINCT \\\"class\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'recommend'\\nGROUP BY \\\"class\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"class\", \"distinct_entities\"], \"rows\": [{\"class\": \"recommend\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..41e317e5b9e4978e8be5fb202f8c10af216d2ae4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:14:34.527809+00:00", + "ended_at": "2026-05-04T09:14:47.753823+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_19656a865f1e1ef8", + "problem_id": "v2p_c7_89f587d7fc02f000", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "recommend", + "entity_col": "class", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_19656a865f1e1ef8.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_19656a865f1e1ef8", + "api_calls": 0, + "input_tokens": 21880, + "cached_input_tokens": 20864, + "output_tokens": 171, + "total_tokens": 22051, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1791, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1890, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13175.76, + "sql_execution_elapsed_ms_total": 7.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_19656a865f1e1ef8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8e6d77e0ea04f0e3c2d8aa4b860582865ba1d7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_19656a865f1e1ef8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:47.734080+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13175.76, "started_at": "2026-05-04T09:14:34.533782+00:00", "ended_at": "2026-05-04T09:14:47.709564+00:00", "prompt_metrics": {"chars": 6576, "bytes_utf8": 6576, "lines": 208, "estimated_tokens": 1791}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21880, "cached_input_tokens": 20864, "output_tokens": 171}, "stderr_preview": "2026-05-04T09:14:34.762166Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:37.293330Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=parents, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "parents", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..24ed1d6de55a4494af8899c2b22212d7f1c8c74f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-f27f-7d62-ad0b-10c3ec810185"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"parents\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=4, and top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":21376,"output_tokens":170}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a23e2db7c6f0385a13dea1aeecb8153faca7c154 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"parents\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"parents\", target_col=\"class\", target_value='not_recom', min_support=4, and top_k=15."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24ea62f1f3b94950263820efdb6f6715c9dd3c90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:08.292051Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:10.689186Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:18.832985Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ac47ba664724427ef292b52b6773c72df06e3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=parents, target_col=class. +Result preview: [{"parents": "great_pret", "support": 4320, "focus_rate": 0.3333333333333333}, {"parents": "pretentious", "support": 4320, "focus_rate": 0.3333333333333333}, {"parents": "usual", "support": 4320, "focus_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..be63754ec2436b99c2e358f780f54261a1018b2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_2251b037d8d0a23f +-- problem_id: v2p_c7_42c0deb0ca8b66c1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "parents" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..573be24e6bab8a35e61688c46417b45f4f2562f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"parents\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"parents\", \"support\", \"focus_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"parents\": \"pretentious\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"parents\": \"usual\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ae082b3f0b1d5f8eeb3892bcec1dc79d993155b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:05:08.071204+00:00", + "ended_at": "2026-05-04T09:05:19.884836+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_2251b037d8d0a23f", + "problem_id": "v2p_c7_42c0deb0ca8b66c1", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=parents, target_col=class.", + "bindings": { + "group_col": "parents", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_2251b037d8d0a23f.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2251b037d8d0a23f", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 21376, + "output_tokens": 170, + "total_tokens": 22087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11745.38, + "sql_execution_elapsed_ms_total": 16.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_2251b037d8d0a23f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..921237017560467912386ea053f307d9a4b72268 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:19.857754+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11745.38, "started_at": "2026-05-04T09:05:08.071711+00:00", "ended_at": "2026-05-04T09:05:19.819053+00:00", "prompt_metrics": {"chars": 6589, "bytes_utf8": 6589, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21917, "cached_input_tokens": 21376, "output_tokens": 170}, "stderr_preview": "2026-05-04T09:05:08.292051Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:10.689186Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"parents\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=4, and top_k=15.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..405f776175d7511964b95c905ccbc7fdf758f142 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2251b037d8d0a23f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2251b037d8d0a23f", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 21376, + "output_tokens": 170, + "total_tokens": 22087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11745.38, + "sql_execution_elapsed_ms_total": 16.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_2251b037d8d0a23f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d81dd0dc50a875f5e8b0bc844d9360bdfad6cb5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6441, "bytes_utf8": 6441, "lines": 206, "estimated_tokens": 1760}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21849, "cached_input_tokens": 21376, "output_tokens": 115}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d06a8e8ad6405d67fea1db16c25e86ce014dcaa6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2428e942ceb7c6fb", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 21376, + "output_tokens": 115, + "total_tokens": 21964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10714.59, + "sql_execution_elapsed_ms_total": 3.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_2428e942ceb7c6fb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50cc4dfc4e17338b2e4643fe6726d58d7d358618 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:58:11.793744+00:00", + "ended_at": "2026-05-04T08:58:22.508773+00:00", + "elapsed_ms": 10714.59, + "prompt_metrics": { + "chars": 6441, + "bytes_utf8": 6441, + "lines": 206, + "estimated_tokens": 1760 + }, + "stdout_metrics": { + "chars": 730, + "bytes_utf8": 730, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 21849, + "cached_input_tokens": 21376, + "output_tokens": 115 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97f43541a8fd143966a68b48cbc7d9cb3845503d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "parents", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c571da2b97e4bf3b18c493ca204b21dec205654 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-986f-7262-a0ad-da7c8e09c18f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with group_col=\\\"parents\\\" and the provided predicate binding on \\\"parents\\\" = 'great_pret'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":21376,"output_tokens":115}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fff3646304430dcbd45c29e5c2db97ea9f7b997 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"parents\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required template with group_col=\"parents\" and the provided predicate binding on \"parents\" = 'great_pret'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b0f7dcf6b1082d3f1eebb274d39039088559480 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:11.994282Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:14.338563Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:21.634113Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6eea8630e5b680de92ac41bc0c752c2764507ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents. +Result preview: [{"parents": "great_pret", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..27f5f4df400f54250f4e5368e5e781fb0f06a105 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_2428e942ceb7c6fb +-- problem_id: v2p_c7_8e56a57efde83410 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS support +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e60aa8f1eaab28f269d122eb7aa8f4d236e9b84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"parents\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"parents\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8518897ff7a781ec17640e7bd0aba54999fd7927 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:58:11.790747+00:00", + "ended_at": "2026-05-04T08:58:22.536953+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_2428e942ceb7c6fb", + "problem_id": "v2p_c7_8e56a57efde83410", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_2428e942ceb7c6fb.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2428e942ceb7c6fb", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 21376, + "output_tokens": 115, + "total_tokens": 21964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10714.59, + "sql_execution_elapsed_ms_total": 3.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_2428e942ceb7c6fb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b383798f567f0670f4916c61d3f33cadd17cea81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2428e942ceb7c6fb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:22.526026+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10714.59, "started_at": "2026-05-04T08:58:11.793744+00:00", "ended_at": "2026-05-04T08:58:22.508773+00:00", "prompt_metrics": {"chars": 6441, "bytes_utf8": 6441, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21849, "cached_input_tokens": 21376, "output_tokens": 115}, "stderr_preview": "2026-05-04T08:58:11.994282Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:14.338563Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "priority", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfa024571a8c4700b255dec63efee897b9c8dc60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-35d9-7452-8f17-5b829c7fa337"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"class\\\" and condition_col=\\\"class\\\" using condition_value='priority'. Because the grouping column and condition column are the same, the resulting rate is 1.0 for the \\\"priority\\\" class group and 0.0 for all other class groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21865,"cached_input_tokens":21376,"output_tokens":218}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9935298e7c2b725d5d94488d5f7fc9f454e02fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"class\" and condition_col=\"class\" using condition_value='priority'. Because the grouping column and condition column are the same, the resulting rate is 1.0 for the \"priority\" class group and 0.0 for all other class groups."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84ab18cc944175c3031e7e2496fa74d06f5e9e28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:35.706512Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:38.002012Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:47.677931Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a263685c4da30a172854d0dec7d0bfe3e6a939c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "priority", "condition_rate": 1.0}, {"class": "very_recom", "condition_rate": 0.0}, {"class": "spec_prior", "condition_rate": 0.0}, {"class": "recommend", "condition_rate": 0.0}, {"class": "not_recom", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6ff8e5761d9d1ec69499d0a856c5da5da842bb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_2787e22aa4004a5b +-- problem_id: v2p_c7_1615cf8d0d33e6f7 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55ef4b88c11dc9cad3d202c80d538e3a141b44e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"class\", \"condition_rate\"], \"rows\": [{\"class\": \"priority\", \"condition_rate\": 1.0}, {\"class\": \"very_recom\", \"condition_rate\": 0.0}, {\"class\": \"spec_prior\", \"condition_rate\": 0.0}, {\"class\": \"recommend\", \"condition_rate\": 0.0}, {\"class\": \"not_recom\", \"condition_rate\": 0.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5b645314454cda14b587ee2f751cc97adab344b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:55:35.507730+00:00", + "ended_at": "2026-05-04T08:55:48.377808+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_2787e22aa4004a5b", + "problem_id": "v2p_c7_1615cf8d0d33e6f7", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "priority", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_2787e22aa4004a5b.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2787e22aa4004a5b", + "api_calls": 0, + "input_tokens": 21865, + "cached_input_tokens": 21376, + "output_tokens": 218, + "total_tokens": 22083, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1774, + "estimated_output_tokens": 128, + "estimated_total_tokens": 1902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12828.29, + "sql_execution_elapsed_ms_total": 8.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_2787e22aa4004a5b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63d0b98c448706918cf2896c6b8349e92622cc9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2787e22aa4004a5b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:48.359919+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12828.29, "started_at": "2026-05-04T08:55:35.510884+00:00", "ended_at": "2026-05-04T08:55:48.340552+00:00", "prompt_metrics": {"chars": 6509, "bytes_utf8": 6509, "lines": 207, "estimated_tokens": 1774}, "response_metrics": {"chars": 526, "bytes_utf8": 526, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 21865, "cached_input_tokens": 21376, "output_tokens": 218}, "stderr_preview": "2026-05-04T08:55:35.706512Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:38.002012Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "class", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84c8b9139bcde1b033191e96ac2fe036aefe6fc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-0c7b-7e70-9f38-483cd92bd190"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 13;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"class\\\" and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21813,"cached_input_tokens":20864,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaf25a751614dfa13b207c5bb3133e5d90ec0419 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 13;","notes":"Uses the provided Low-Support Group Count template with group_col bound to \"class\" and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f7b516121b498c99f763a65b9210e4f8f6f1079 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:26.002315Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:28.329753Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:37.250347Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4991a8398bd184ea26886d68c5707cf0a440f12c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=class. +Result preview: [{"class": "recommend", "support": 2}, {"class": "very_recom", "support": 328}, {"class": "spec_prior", "support": 4044}, {"class": "priority", "support": 4266}, {"class": "not_recom", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..985e87df5b9a5d74e0386e77f1fc473a93105162 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_286a43ccaf40f4e4 +-- problem_id: v2p_c7_50dd2c19fb7cc60b +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c7" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f9869a708ba47d4c07c981b3889484adaa09ad8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 13;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"recommend\", \"support\": 2}, {\"class\": \"very_recom\", \"support\": 328}, {\"class\": \"spec_prior\", \"support\": 4044}, {\"class\": \"priority\", \"support\": 4266}, {\"class\": \"not_recom\", \"support\": 4320}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c333ea888eb8328d4deb8079cf7959b39ca25d32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:07:25.818017+00:00", + "ended_at": "2026-05-04T09:07:38.298778+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_286a43ccaf40f4e4", + "problem_id": "v2p_c7_50dd2c19fb7cc60b", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_286a43ccaf40f4e4.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_286a43ccaf40f4e4", + "api_calls": 0, + "input_tokens": 21813, + "cached_input_tokens": 20864, + "output_tokens": 127, + "total_tokens": 21940, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1724, + "estimated_output_tokens": 81, + "estimated_total_tokens": 1805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12424.33, + "sql_execution_elapsed_ms_total": 14.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_286a43ccaf40f4e4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c849cfa7cf838ff7df42f653b1f03411bd509875 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_286a43ccaf40f4e4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:38.270057+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12424.33, "started_at": "2026-05-04T09:07:25.821754+00:00", "ended_at": "2026-05-04T09:07:38.242357+00:00", "prompt_metrics": {"chars": 6235, "bytes_utf8": 6235, "lines": 202, "estimated_tokens": 1724}, "response_metrics": {"chars": 296, "bytes_utf8": 296, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 21813, "cached_input_tokens": 20864, "output_tokens": 127}, "stderr_preview": "2026-05-04T09:07:26.002315Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:28.329753Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=finance.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fafbf95259640b853c25b206bfd3432723d4af0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-250a-7213-a44c-786add12745d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"finance\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"finance\\\"\\nLIMIT 12;\",\"notes\":\"Uses the required Pairwise Sparse Slice Count template with bindings group_col=parents and group_col_2=finance on the single table c7.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":114}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..983b434b3a036fe702faccb7cad0e071eccd58ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"finance\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY support ASC, \"parents\", \"finance\"\nLIMIT 12;","notes":"Uses the required Pairwise Sparse Slice Count template with bindings group_col=parents and group_col_2=finance on the single table c7."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40bf749fe9d934b8e9a0368cce84f5210ff9a6d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:48.928400Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:51.400706Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:59.512934Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..958992886dddddc8309ff7b8f79fd1fbed3f468e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=finance. +Result preview: [{"parents": "great_pret", "finance": "convenient", "support": 2160}, {"parents": "great_pret", "finance": "inconv", "support": 2160}, {"parents": "pretentious", "finance": "convenient", "support": 2160}, {"parents": "pretentious", "finance": "inconv", "support": 2160}, {"parents": "usual", "finance": "convenient", "support": 2160}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f54685f482bba532ad2b0eba001effd8c1e131e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_288cd10bd82883e8 +-- problem_id: v2p_c7_c88f77efa0572dc0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "finance", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY support ASC, "parents", "finance" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..592f1229930680d1c3dc7ddbd965560fb7070126 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"finance\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY support ASC, \"parents\", \"finance\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"finance\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"finance\\\"\\nLIMIT 12;\", \"columns\": [\"parents\", \"finance\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"great_pret\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"inconv\", \"support\": 2160}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9888e32183801c48a629e3edeebd5bcaa2a0162f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:10:48.668546+00:00", + "ended_at": "2026-05-04T09:11:00.518648+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_288cd10bd82883e8", + "problem_id": "v2p_c7_c88f77efa0572dc0", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=finance.", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_288cd10bd82883e8.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_288cd10bd82883e8", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 21993, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1888, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11793.15, + "sql_execution_elapsed_ms_total": 18.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_288cd10bd82883e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a36e65b08ec9f688bddcbc5efebcd908049745ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_288cd10bd82883e8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:00.485893+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11793.15, "started_at": "2026-05-04T09:10:48.672419+00:00", "ended_at": "2026-05-04T09:11:00.465738+00:00", "prompt_metrics": {"chars": 6415, "bytes_utf8": 6415, "lines": 204, "estimated_tokens": 1790}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 114}, "stderr_preview": "2026-05-04T09:10:48.928400Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:51.400706Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=has_nurs, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "has_nurs", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..371836aeef3bee37f25d72c1ceb61efe2f7e5d97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-208a-79a3-9733-5b540c967d9b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"has_nurs\\\", target_col=\\\"class\\\", target_value='priority', min_support=5, and top_k=11 using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21919,"cached_input_tokens":20864,"output_tokens":165}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e39eb2c6655db990aba7d27603498f2573cbbd5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Filled the provided Tail Target-Rate Extremes template with group_col=\"has_nurs\", target_col=\"class\", target_value='priority', min_support=5, and top_k=11 using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..877d96781788f32659b97eff2b67f80f562ee08d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:20.071437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:22.401406Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:30.455234Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6db3bcae4853d5b8d9887966b3ce00c4435caf12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=has_nurs, target_col=class. +Result preview: [{"has_nurs": "less_proper", "support": 2592, "focus_rate": 0.5185185185185185}, {"has_nurs": "proper", "support": 2592, "focus_rate": 0.5185185185185185}, {"has_nurs": "improper", "support": 2592, "focus_rate": 0.3487654320987654}, {"has_nurs": "critical", "support": 2592, "focus_rate": 0.17901234567901234}, {"has_nurs": "very_crit", "support": 2592, "focus_rate": 0.08101851851851852}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6302886af7b5738f59d87faa956ddaff2ced1928 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_29cb97193d9daf86 +-- problem_id: v2p_c7_e35eb47e4ad3d76b +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "has_nurs" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60b937986180441448e5b22aa2ad359f104666ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"has_nurs\", \"support\", \"focus_rate\"], \"rows\": [{\"has_nurs\": \"less_proper\", \"support\": 2592, \"focus_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"support\": 2592, \"focus_rate\": 0.5185185185185185}, {\"has_nurs\": \"improper\", \"support\": 2592, \"focus_rate\": 0.3487654320987654}, {\"has_nurs\": \"critical\", \"support\": 2592, \"focus_rate\": 0.17901234567901234}, {\"has_nurs\": \"very_crit\", \"support\": 2592, \"focus_rate\": 0.08101851851851852}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09a35434dc927f8d439f72bb43333c9ad1c505a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:05:19.888306+00:00", + "ended_at": "2026-05-04T09:05:31.370292+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_29cb97193d9daf86", + "problem_id": "v2p_c7_e35eb47e4ad3d76b", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=has_nurs, target_col=class.", + "bindings": { + "group_col": "has_nurs", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_29cb97193d9daf86.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_29cb97193d9daf86", + "api_calls": 0, + "input_tokens": 21919, + "cached_input_tokens": 20864, + "output_tokens": 165, + "total_tokens": 22084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1830, + "estimated_output_tokens": 144, + "estimated_total_tokens": 1974, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11441.69, + "sql_execution_elapsed_ms_total": 8.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_29cb97193d9daf86\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab4e2dd61d0d82ae483e29c87d200ca9bab42379 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:31.352252+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11441.69, "started_at": "2026-05-04T09:05:19.892817+00:00", "ended_at": "2026-05-04T09:05:31.334406+00:00", "prompt_metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "estimated_tokens": 1830}, "response_metrics": {"chars": 525, "bytes_utf8": 525, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 21919, "cached_input_tokens": 20864, "output_tokens": 165}, "stderr_preview": "2026-05-04T09:05:20.071437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:22.401406Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"has_nurs\\\", target_col=\\\"class\\\", target_value='priority', min_support=5, and top_k=11 using SQLite-compatible syntax and double-quoted identifiers.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e0888bc4ab102e32ab59f0bd04dc3a6603a66141 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_29cb97193d9daf86/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_29cb97193d9daf86", + "api_calls": 0, + "input_tokens": 21919, + "cached_input_tokens": 20864, + "output_tokens": 165, + "total_tokens": 22084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1830, + "estimated_output_tokens": 144, + "estimated_total_tokens": 1974, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11441.69, + "sql_execution_elapsed_ms_total": 8.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_29cb97193d9daf86\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e04a823471d0d5d65ea0305ffd875f92d2afea64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 207, "estimated_tokens": 1813}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21904, "cached_input_tokens": 20864, "output_tokens": 140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c34a2c87f2a9a66c9c563aff90a73bbc1bb3da76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2ce0664abe393c33", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 20864, + "output_tokens": 140, + "total_tokens": 22044, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1813, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13264.92, + "sql_execution_elapsed_ms_total": 18.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_2ce0664abe393c33\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c2e2c844af25c8c07f1c878c3e1824d14ef9468 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:49:19.600178+00:00", + "ended_at": "2026-05-04T08:49:32.864992+00:00", + "elapsed_ms": 13264.92, + "prompt_metrics": { + "chars": 6550, + "bytes_utf8": 6550, + "lines": 207, + "estimated_tokens": 1813 + }, + "stdout_metrics": { + "chars": 844, + "bytes_utf8": 844, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 507, + "bytes_utf8": 507, + "lines": 1, + "estimated_tokens": 124 + }, + "usage": { + "input_tokens": 21904, + "cached_input_tokens": 20864, + "output_tokens": 140 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..244119132c06c54e7dd70da9c783e62d13731d1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=social, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eabab05ed1bea5c0081b5a5d95a4e2c8dcac62d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-796d-75f3-bba8-ec83d04e876a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\\\"housing\\\", group_col_2=\\\"social\\\", target_col=\\\"class\\\", and target_value='spec_prior'. Query is SQLite-compatible and uses only the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":20864,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b401adf1b4ec7b64bcffe05bbb4c5e5ce86705d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"social\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"social\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\"housing\", group_col_2=\"social\", target_col=\"class\", and target_value='spec_prior'. Query is SQLite-compatible and uses only the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1c03c3e9107c24560cd2630a659cda8f949e0c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:19.791054Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:22.242890Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:32.011570Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..11d22273f25649a971b6c5fa494214cb60a7c941 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=social, target_col=class. +Result preview: [{"housing": "critical", "social": "problematic", "target_rate": 0.43333333333333335}, {"housing": "less_conv", "social": "problematic", "target_rate": 0.3888888888888889}, {"housing": "critical", "social": "nonprob", "target_rate": 0.3416666666666667}, {"housing": "critical", "social": "slightly_prob", "target_rate": 0.3416666666666667}, {"housing": "convenient", "social": "problematic", "target_rate": 0.3194444444444444}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff9438de7609ea93e3bcc702f85a8f4ba64add76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_2ce0664abe393c33 +-- problem_id: v2p_c7_10be38f5143c0481 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "social", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "housing", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1eb297fa001986a81b255fda0765270cd1568d67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"social\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"social\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"housing\", \"social\", \"target_rate\"], \"rows\": [{\"housing\": \"critical\", \"social\": \"problematic\", \"target_rate\": 0.43333333333333335}, {\"housing\": \"less_conv\", \"social\": \"problematic\", \"target_rate\": 0.3888888888888889}, {\"housing\": \"critical\", \"social\": \"nonprob\", \"target_rate\": 0.3416666666666667}, {\"housing\": \"critical\", \"social\": \"slightly_prob\", \"target_rate\": 0.3416666666666667}, {\"housing\": \"convenient\", \"social\": \"problematic\", \"target_rate\": 0.3194444444444444}, {\"housing\": \"less_conv\", \"social\": \"nonprob\", \"target_rate\": 0.2861111111111111}, {\"housing\": \"less_conv\", \"social\": \"slightly_prob\", \"target_rate\": 0.2861111111111111}, {\"housing\": \"convenient\", \"social\": \"nonprob\", \"target_rate\": 0.20555555555555555}, {\"housing\": \"convenient\", \"social\": \"slightly_prob\", \"target_rate\": 0.20555555555555555}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9073c6b74f943e56544c25f8a3c7e2f93d44d4e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:49:19.596955+00:00", + "ended_at": "2026-05-04T08:49:32.923230+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_2ce0664abe393c33", + "problem_id": "v2p_c7_10be38f5143c0481", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=social, target_col=class.", + "bindings": { + "group_col": "housing", + "group_col_2": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_2ce0664abe393c33.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_2ce0664abe393c33", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 20864, + "output_tokens": 140, + "total_tokens": 22044, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1813, + "estimated_output_tokens": 124, + "estimated_total_tokens": 1937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13264.92, + "sql_execution_elapsed_ms_total": 18.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_2ce0664abe393c33\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f286bc94f6c27176d889aca6b1e5f9c5d93a403e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_2ce0664abe393c33/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:32.894796+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13264.92, "started_at": "2026-05-04T08:49:19.600178+00:00", "ended_at": "2026-05-04T08:49:32.864992+00:00", "prompt_metrics": {"chars": 6550, "bytes_utf8": 6550, "lines": 207, "estimated_tokens": 1813}, "response_metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 21904, "cached_input_tokens": 20864, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:49:19.791054Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:22.242890Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=has_nurs.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a17c182f1d80bfbf6e1e14c63cb275908136f958 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-7027-7bb1-8360-1c831b01ef32"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"has_nurs\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with fixed bindings: group_col=parents, group_col_2=has_nurs, predicate_col=parents, predicate_op='=', predicate_value='great_pret'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21899,"cached_input_tokens":19840,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cffbd298cba49d47b994cec0f2ae5e924638bc2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"has_nurs\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with fixed bindings: group_col=parents, group_col_2=has_nurs, predicate_col=parents, predicate_op='=', predicate_value='great_pret'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f82e7014d7fb813066d125ddb77800c6dabc09da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:49.740133Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:52.129435Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:02.732545Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6700b44ef12f0deaf34aabfa1864bfddaae9548 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=has_nurs. +Result preview: [{"parents": "great_pret", "has_nurs": "critical", "row_count": 864}, {"parents": "great_pret", "has_nurs": "improper", "row_count": 864}, {"parents": "great_pret", "has_nurs": "less_proper", "row_count": 864}, {"parents": "great_pret", "has_nurs": "proper", "row_count": 864}, {"parents": "great_pret", "has_nurs": "very_crit", "row_count": 864}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c26634d28c58d2bb2f05f4bb348d9f7fd153067a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_30284b2c3dc306a9 +-- problem_id: v2p_c7_3092b0c947fcc3df +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "has_nurs", COUNT(*) AS row_count +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents", "has_nurs" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a850d0a46a280febcea4e9f6e904a501a7b17265 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"has_nurs\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"has_nurs\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"has_nurs\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"has_nurs\": \"critical\", \"row_count\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"improper\", \"row_count\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"less_proper\", \"row_count\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"proper\", \"row_count\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"very_crit\", \"row_count\": 864}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85598edf3b5fd90d296e2ed403d4e6a86456d24e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:43:49.505989+00:00", + "ended_at": "2026-05-04T08:44:03.542256+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_30284b2c3dc306a9", + "problem_id": "v2p_c7_3092b0c947fcc3df", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=has_nurs.", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_30284b2c3dc306a9.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_30284b2c3dc306a9", + "api_calls": 0, + "input_tokens": 21899, + "cached_input_tokens": 19840, + "output_tokens": 142, + "total_tokens": 22041, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1808, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1934, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14002.21, + "sql_execution_elapsed_ms_total": 6.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_30284b2c3dc306a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0c6e9ca8207104edf7c7f7ea179fab98a139132 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_30284b2c3dc306a9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:44:03.528267+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14002.21, "started_at": "2026-05-04T08:43:49.508690+00:00", "ended_at": "2026-05-04T08:44:03.511434+00:00", "prompt_metrics": {"chars": 6567, "bytes_utf8": 6567, "lines": 208, "estimated_tokens": 1808}, "response_metrics": {"chars": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 21899, "cached_input_tokens": 19840, "output_tokens": 142}, "stderr_preview": "2026-05-04T08:43:49.740133Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:52.129435Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=health, condition_col=health.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3eadb356dcba7f1bd210543026d8e2aef3de2006 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-a19d-79b3-8400-8ed2824910be"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"health\\\",\\n AVG(CASE WHEN \\\"health\\\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"health\\\" and condition_col=\\\"health\\\". Because the grouping column and condition column are the same, each health group will have a condition_rate of either 1.0 for 'not_recom' or 0.0 for other health values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21867,"cached_input_tokens":19840,"output_tokens":187}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09bb31fe89ebebc52acc14a153b3ccc360b6e579 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"health\",\n AVG(CASE WHEN \"health\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"health\" and condition_col=\"health\". Because the grouping column and condition column are the same, each health group will have a condition_rate of either 1.0 for 'not_recom' or 0.0 for other health values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef08cad644c0bd49fa34b93ddeeed546d8b1168f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:57.809251Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:00.117499Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:08.965372Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0505fe5bc04143832d29438a3cfa01a2469da30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=health, condition_col=health. +Result preview: [{"health": "not_recom", "condition_rate": 1.0}, {"health": "recommended", "condition_rate": 0.0}, {"health": "priority", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d2dca848f15abf66eadc45fce811d2f4f535bba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_3061ba304a1f7693 +-- problem_id: v2p_c7_a41af68cf059c3c9 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", + AVG(CASE WHEN "health" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "health" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e3782de04f674586bd14753976ec34f8fa0d9ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"health\",\n AVG(CASE WHEN \"health\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"health\\\",\\n AVG(CASE WHEN \\\"health\\\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"health\", \"condition_rate\"], \"rows\": [{\"health\": \"not_recom\", \"condition_rate\": 1.0}, {\"health\": \"recommended\", \"condition_rate\": 0.0}, {\"health\": \"priority\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c561744c7dca5efb83fc7eabbaff6d6b66f30dd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:54:57.536949+00:00", + "ended_at": "2026-05-04T08:55:10.040978+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3061ba304a1f7693", + "problem_id": "v2p_c7_a41af68cf059c3c9", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=health, condition_col=health.", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_3061ba304a1f7693.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3061ba304a1f7693", + "api_calls": 0, + "input_tokens": 21867, + "cached_input_tokens": 19840, + "output_tokens": 187, + "total_tokens": 22054, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1776, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1905, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12464.47, + "sql_execution_elapsed_ms_total": 7.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_3061ba304a1f7693\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af916361d73ec507e269c8d57b786d9a99c5b0b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3061ba304a1f7693/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:10.024603+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12464.47, "started_at": "2026-05-04T08:54:57.540655+00:00", "ended_at": "2026-05-04T08:55:10.004985+00:00", "prompt_metrics": {"chars": 6503, "bytes_utf8": 6503, "lines": 207, "estimated_tokens": 1776}, "response_metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21867, "cached_input_tokens": 19840, "output_tokens": 187}, "stderr_preview": "2026-05-04T08:54:57.809251Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:00.117499Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=social.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "social", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9b2d1eb1f4c365da75bb1098309be3732a8fff0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-7214-75d2-8a71-57af97f17326"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY support ASC, \\\"social\\\"\\nLIMIT 16;\",\"notes\":\"Used the planned template Low-Support Group Count with group_col bound to \\\"social\\\" and top_k set to 16. In SQLite, grouping by the quoted identifier \\\"social\\\" returns low-support counts per social category.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":21376,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c7d375f1bd5c81f5281f7adaa8d58d77c040345 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY support ASC, \"social\"\nLIMIT 16;","notes":"Used the planned template Low-Support Group Count with group_col bound to \"social\" and top_k set to 16. In SQLite, grouping by the quoted identifier \"social\" returns low-support counts per social category."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e5cac0b4a43b8e48b2fe80a551dac51532c552b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:46.477989Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:48.822929Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:57.581662Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b14b82006ff035cf94381141a142e132be80859 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=social. +Result preview: [{"social": "nonprob", "support": 4320}, {"social": "problematic", "support": 4320}, {"social": "slightly_prob", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..74d9572ab7d67de260281f3add1f6819c2fb208d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_34632fd49e4f4d69 +-- problem_id: v2p_c7_8d6a85f0e57fa5ab +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "social" +ORDER BY support ASC, "social" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..295ce604a7538f4ddbc3313859add9b95c6c4273 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY support ASC, \"social\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY support ASC, \\\"social\\\"\\nLIMIT 16;\", \"columns\": [\"social\", \"support\"], \"rows\": [{\"social\": \"nonprob\", \"support\": 4320}, {\"social\": \"problematic\", \"support\": 4320}, {\"social\": \"slightly_prob\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bced9a7fe3bc4b9c5195238bcfc81ddb1f8c7442 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:06:46.237536+00:00", + "ended_at": "2026-05-04T09:07:00.699909+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_34632fd49e4f4d69", + "problem_id": "v2p_c7_8d6a85f0e57fa5ab", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_34632fd49e4f4d69.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_34632fd49e4f4d69", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 21376, + "output_tokens": 118, + "total_tokens": 21929, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14422.69, + "sql_execution_elapsed_ms_total": 8.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_34632fd49e4f4d69\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10ef79a431a42633c8b23b45268e252fe576ebfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_34632fd49e4f4d69/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:00.684158+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14422.69, "started_at": "2026-05-04T09:06:46.241382+00:00", "ended_at": "2026-05-04T09:07:00.664226+00:00", "prompt_metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": 1722}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21811, "cached_input_tokens": 21376, "output_tokens": 118}, "stderr_preview": "2026-05-04T09:06:46.477989Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:48.822929Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=health.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "health", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf68bea7c5663dbcc3ad91c39fcf9d58ac0dbe84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-e104-71e3-83d6-845c241e5e97"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY support ASC, \\\"health\\\"\\nLIMIT 17;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"health\\\" and top_k=17 using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21812,"cached_input_tokens":20864,"output_tokens":110}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea420f85d897b200d330483c4024e24e623339e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY support ASC, \"health\"\nLIMIT 17;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"health\" and top_k=17 using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa80562d5bea6bcffb2dd6332799fc11e71228d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:14.877469Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:17.197728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:25.039904Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dc0cd0812beb163e1945a5c7bbda194f5b4d151 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=health. +Result preview: [{"health": "not_recom", "support": 4320}, {"health": "priority", "support": 4320}, {"health": "recommended", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a25ae5e6e9a555e9bb6d7f2bd78b1d86be540769 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_38fac02f23f49940 +-- problem_id: v2p_c7_f537b053db3ed2ca +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "health" +ORDER BY support ASC, "health" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac1f057adf3acc2a3416d397e3c5156e9fefa728 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY support ASC, \"health\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY support ASC, \\\"health\\\"\\nLIMIT 17;\", \"columns\": [\"health\", \"support\"], \"rows\": [{\"health\": \"not_recom\", \"support\": 4320}, {\"health\": \"priority\", \"support\": 4320}, {\"health\": \"recommended\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67e10c470376cab3f8c0265b0513df3903806e81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:07:14.702399+00:00", + "ended_at": "2026-05-04T09:07:25.815337+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_38fac02f23f49940", + "problem_id": "v2p_c7_f537b053db3ed2ca", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_38fac02f23f49940.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_38fac02f23f49940", + "api_calls": 0, + "input_tokens": 21812, + "cached_input_tokens": 20864, + "output_tokens": 110, + "total_tokens": 21922, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 90, + "estimated_total_tokens": 1813, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11074.08, + "sql_execution_elapsed_ms_total": 8.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_38fac02f23f49940\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e8d742b133ea1d2ce179381a20f33364f7e8688 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_38fac02f23f49940/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:25.798849+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11074.08, "started_at": "2026-05-04T09:07:14.704973+00:00", "ended_at": "2026-05-04T09:07:25.779547+00:00", "prompt_metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": 1723}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 21812, "cached_input_tokens": 20864, "output_tokens": 110}, "stderr_preview": "2026-05-04T09:07:14.877469Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:17.197728Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=form.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "form", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cef1272039906560c36f8b31972f7cf4f9ff3efc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-08d6-7430-8bb1-ff2638b48022"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY support ASC, \\\"form\\\"\\nLIMIT 11;\",\"notes\":\"Uses the planned Low-Support Group Count template with group_col bound to \\\"form\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21809,"cached_input_tokens":20864,"output_tokens":111}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33204370c409c9c081be5f208c2caa57d660729a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY support ASC, \"form\"\nLIMIT 11;","notes":"Uses the planned Low-Support Group Count template with group_col bound to \"form\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11ee9c345a00551c6bf78c901f78910f45288a0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:30.685291Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:32.954304Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:40.922893Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc5cbee334a9abd2975d2e5eacb26e8322dea238 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=form. +Result preview: [{"form": "complete", "support": 3240}, {"form": "completed", "support": 3240}, {"form": "foster", "support": 3240}, {"form": "incomplete", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ac87492d56e4b09c0e1b4f108bda33e3ea56c1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_3a1630c7003f79c7 +-- problem_id: v2p_c7_472e1bbdf90ac89c +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "form" +ORDER BY support ASC, "form" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..035d9c2d6019fc2a3a75ccee191a6f09a9bac8ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY support ASC, \"form\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY support ASC, \\\"form\\\"\\nLIMIT 11;\", \"columns\": [\"form\", \"support\"], \"rows\": [{\"form\": \"complete\", \"support\": 3240}, {\"form\": \"completed\", \"support\": 3240}, {\"form\": \"foster\", \"support\": 3240}, {\"form\": \"incomplete\", \"support\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f497f494ad7c4831106196b4b77cbf1ce7165525 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:08:30.416243+00:00", + "ended_at": "2026-05-04T09:08:41.724503+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3a1630c7003f79c7", + "problem_id": "v2p_c7_472e1bbdf90ac89c", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=form.", + "bindings": { + "group_col": "form", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_3a1630c7003f79c7.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3a1630c7003f79c7", + "api_calls": 0, + "input_tokens": 21809, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21920, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 84, + "estimated_total_tokens": 1804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11270.1, + "sql_execution_elapsed_ms_total": 7.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_3a1630c7003f79c7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5eb9c2ff9e509925cfc7fedb8a398aca55f1a6c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3a1630c7003f79c7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:41.706395+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11270.1, "started_at": "2026-05-04T09:08:30.419350+00:00", "ended_at": "2026-05-04T09:08:41.688771+00:00", "prompt_metrics": {"chars": 6233, "bytes_utf8": 6233, "lines": 202, "estimated_tokens": 1720}, "response_metrics": {"chars": 305, "bytes_utf8": 305, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 21809, "cached_input_tokens": 20864, "output_tokens": 111}, "stderr_preview": "2026-05-04T09:08:30.685291Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:32.954304Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4726fe6aa61b937c2f4fa29fb496fbacaebda59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-e19d-70e2-96b6-58e5c272c3f9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"health\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"housing\\\", group_col_2=\\\"health\\\", target_col=\\\"class\\\", target_value='very_recom'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":20864,"output_tokens":135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..727558fbdf8e6424861e13a85522fb6fb09cf3fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"health\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"housing\", group_col_2=\"health\", target_col=\"class\", target_value='very_recom'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5294d376e5ca8dfb7daca0e93d9fe7f609a3d563 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:46.509366Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:48.971361Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:59.750272Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c96faea9c0d0ec095c01d3204dc0b9081aff82fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=health, target_col=class. +Result preview: [{"housing": "convenient", "health": "recommended", "target_rate": 0.14444444444444443}, {"housing": "less_conv", "health": "recommended", "target_rate": 0.06944444444444445}, {"housing": "critical", "health": "recommended", "target_rate": 0.013888888888888888}, {"housing": "convenient", "health": "not_recom", "target_rate": 0.0}, {"housing": "convenient", "health": "priority", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..042c8851ed2d4d4c89628870b70a41dd217effb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_3ad7da251e322e42 +-- problem_id: v2p_c7_fefd3574fc0342fa +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "housing", "health" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7aea7a656e8c024994d8effeb70e81c0526fb648 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"health\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"health\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"housing\", \"health\", \"target_rate\"], \"rows\": [{\"housing\": \"convenient\", \"health\": \"recommended\", \"target_rate\": 0.14444444444444443}, {\"housing\": \"less_conv\", \"health\": \"recommended\", \"target_rate\": 0.06944444444444445}, {\"housing\": \"critical\", \"health\": \"recommended\", \"target_rate\": 0.013888888888888888}, {\"housing\": \"convenient\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"convenient\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"health\": \"priority\", \"target_rate\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..45b6df8127cc6faa6674965d0ed7704314d878f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:49:46.217442+00:00", + "ended_at": "2026-05-04T08:50:00.692251+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3ad7da251e322e42", + "problem_id": "v2p_c7_fefd3574fc0342fa", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=health, target_col=class.", + "bindings": { + "group_col": "housing", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_3ad7da251e322e42.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3ad7da251e322e42", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 20864, + "output_tokens": 135, + "total_tokens": 22039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1813, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1932, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14429.66, + "sql_execution_elapsed_ms_total": 15.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_3ad7da251e322e42\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f55d9f1ba6aec9fa401f5edb8c319400557aa0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ad7da251e322e42/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:00.668610+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14429.66, "started_at": "2026-05-04T08:49:46.222021+00:00", "ended_at": "2026-05-04T08:50:00.651289+00:00", "prompt_metrics": {"chars": 6553, "bytes_utf8": 6553, "lines": 207, "estimated_tokens": 1813}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 21904, "cached_input_tokens": 20864, "output_tokens": 135}, "stderr_preview": "2026-05-04T08:49:46.509366Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:48.971361Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=form.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "form", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..017e2a5bb3912db0add295b76b380b78568f4fbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-8047-7130-a505-718def8aa3a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"form\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"form\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col bound to \\\"form\\\" and predicate_col bound to \\\"social\\\" = 'nonprob'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..381b0b488bf2e05dee86dd1103adaad631d44c5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"form\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"form\"\nORDER BY support DESC\nLIMIT 16;","notes":"Uses the required Filtered Top-k Group Count template with group_col bound to \"form\" and predicate_col bound to \"social\" = 'nonprob'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bec81212b8cd2e1a5f645eef5d07850adadf9771 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:11.386958Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:13.858276Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:21.419688Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb24d6d3d0bd13ab67526c9c2e917bd5fef62390 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=form. +Result preview: [{"form": "incomplete", "support": 1080}, {"form": "foster", "support": 1080}, {"form": "completed", "support": 1080}, {"form": "complete", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..00605e8a9adb8a15eb412ddf825a9adb0b37d252 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_3ae5652f4613ea9e +-- problem_id: v2p_c7_354e4befd18efff0 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS support +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "form" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8acfd58fe876be1d246e2ba20bf5a81d50425b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"form\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"form\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"form\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"form\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"form\", \"support\"], \"rows\": [{\"form\": \"incomplete\", \"support\": 1080}, {\"form\": \"foster\", \"support\": 1080}, {\"form\": \"completed\", \"support\": 1080}, {\"form\": \"complete\", \"support\": 1080}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..faa4d926a66ec1fcad29baef88be4f8177431062 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:59:11.161788+00:00", + "ended_at": "2026-05-04T08:59:22.269884+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3ae5652f4613ea9e", + "problem_id": "v2p_c7_354e4befd18efff0", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=form.", + "bindings": { + "group_col": "form", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_3ae5652f4613ea9e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3ae5652f4613ea9e", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 21967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 92, + "estimated_total_tokens": 1852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11067.01, + "sql_execution_elapsed_ms_total": 7.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_3ae5652f4613ea9e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..348c819f4694fc9e715f5845eff8e3b10adf13b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ae5652f4613ea9e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:22.251961+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11067.01, "started_at": "2026-05-04T08:59:11.165985+00:00", "ended_at": "2026-05-04T08:59:22.230408+00:00", "prompt_metrics": {"chars": 6434, "bytes_utf8": 6434, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 21849, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:59:11.386958Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:13.858276Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=has_nurs, condition_col=has_nurs.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "critical", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4b7fb1ca2e1b3b779a75c001cf1b821a805fb57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-a4e5-76d0-8da4-dee8e11af3da"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"has_nurs\\\",\\n SUM(CASE WHEN \\\"has_nurs\\\" = 'critical' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"has_nurs\\\" = 'improper' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"has_nurs\\\"\\n)\\nSELECT \\\"has_nurs\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required template with group_col=\\\"has_nurs\\\" and condition_col=\\\"has_nurs\\\", using positive_value='critical' and negative_value='improper'. Because the grouping and condition columns are the same, most groups will yield either a numerator-only, denominator-only, or NULL ratio.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22020,"cached_input_tokens":20864,"output_tokens":298}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe86ef97ac1f813796e7e8dd50fa751b6c6cc96e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"has_nurs\",\n SUM(CASE WHEN \"has_nurs\" = 'critical' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"has_nurs\" = 'improper' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"has_nurs\"\n)\nSELECT \"has_nurs\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required template with group_col=\"has_nurs\" and condition_col=\"has_nurs\", using positive_value='critical' and negative_value='improper'. Because the grouping and condition columns are the same, most groups will yield either a numerator-only, denominator-only, or NULL ratio."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9318cbf88933a17c5367161a5d6900b43f8dbc89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:19.827586Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:22.200077Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:32.315397Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..68e49be625a76204c93fe8bf5b4b9c2abfb457da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=has_nurs, condition_col=has_nurs. +Result preview: [{"has_nurs": "improper", "condition_ratio": 0.0}, {"has_nurs": "critical", "condition_ratio": null}, {"has_nurs": "less_proper", "condition_ratio": null}, {"has_nurs": "proper", "condition_ratio": null}, {"has_nurs": "very_crit", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..89635e3d78424d46e5e436946d0610944d5f8a8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_3ca49b7d5ea6a4ae +-- problem_id: v2p_c7_d1ef4d1d84e5ab80 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "has_nurs", + SUM(CASE WHEN "has_nurs" = 'critical' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "has_nurs" = 'improper' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "has_nurs" +) +SELECT "has_nurs", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d83aa1b52c2174e72be940e268bec4bfa0ec47eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"has_nurs\",\n SUM(CASE WHEN \"has_nurs\" = 'critical' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"has_nurs\" = 'improper' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"has_nurs\"\n)\nSELECT \"has_nurs\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"has_nurs\\\",\\n SUM(CASE WHEN \\\"has_nurs\\\" = 'critical' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"has_nurs\\\" = 'improper' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"has_nurs\\\"\\n)\\nSELECT \\\"has_nurs\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"has_nurs\", \"condition_ratio\"], \"rows\": [{\"has_nurs\": \"improper\", \"condition_ratio\": 0.0}, {\"has_nurs\": \"critical\", \"condition_ratio\": null}, {\"has_nurs\": \"less_proper\", \"condition_ratio\": null}, {\"has_nurs\": \"proper\", \"condition_ratio\": null}, {\"has_nurs\": \"very_crit\", \"condition_ratio\": null}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e7a10fdc3cce83606314ff3c154490092f5ba43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:47:19.629776+00:00", + "ended_at": "2026-05-04T08:47:33.215353+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3ca49b7d5ea6a4ae", + "problem_id": "v2p_c7_d1ef4d1d84e5ab80", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=has_nurs, condition_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "critical", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_3ca49b7d5ea6a4ae.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3ca49b7d5ea6a4ae", + "api_calls": 0, + "input_tokens": 22020, + "cached_input_tokens": 20864, + "output_tokens": 298, + "total_tokens": 22318, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1929, + "estimated_output_tokens": 202, + "estimated_total_tokens": 2131, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13542.36, + "sql_execution_elapsed_ms_total": 9.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_3ca49b7d5ea6a4ae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a8e033f3af3560a1e861a70297a5cb5d5883e31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ca49b7d5ea6a4ae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:33.193488+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13542.36, "started_at": "2026-05-04T08:47:19.633402+00:00", "ended_at": "2026-05-04T08:47:33.176087+00:00", "prompt_metrics": {"chars": 7078, "bytes_utf8": 7078, "lines": 207, "estimated_tokens": 1929}, "response_metrics": {"chars": 792, "bytes_utf8": 792, "lines": 1, "estimated_tokens": 202}, "usage": {"input_tokens": 22020, "cached_input_tokens": 20864, "output_tokens": 298}, "stderr_preview": "2026-05-04T08:47:19.827586Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:22.200077Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "class", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cf6746496e05cc4490d5a3dafd8174b98d490e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-b6d1-7fa1-9813-f0adb5f449dc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"children\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", and target_value='not_recom' using SQLite-compatible syntax and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21905,"cached_input_tokens":21376,"output_tokens":238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47379048fdc8e043a414a96e10ae0c1544c38b0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"class\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"children\", \"class\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"children\", group_col_2=\"class\", target_col=\"class\", and target_value='not_recom' using SQLite-compatible syntax and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac45a6b6e9c23a1701990cfe9d00e3678984ac7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:48:30.018243Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:48:32.453794Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:41.864031Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e28649a2d0c264a7e7166ac8cb7ca8bbcab8962a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, group_col_2=class, target_col=class. +Result preview: [{"children": "1", "class": "not_recom", "target_rate": 1.0}, {"children": "2", "class": "not_recom", "target_rate": 1.0}, {"children": "3", "class": "not_recom", "target_rate": 1.0}, {"children": "more", "class": "not_recom", "target_rate": 1.0}, {"children": "1", "class": "priority", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a624698cafe16b8101a510d8c39f5a6e5f21c70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_3e28c2e98913c322 +-- problem_id: v2p_c7_2d65b3eb6cc130e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "class", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "children", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d99b7c18c42248ce69a2847445b798fb4fe1b831 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"class\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"children\", \"class\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"children\", \"class\", \"target_rate\"], \"rows\": [{\"children\": \"1\", \"class\": \"not_recom\", \"target_rate\": 1.0}, {\"children\": \"2\", \"class\": \"not_recom\", \"target_rate\": 1.0}, {\"children\": \"3\", \"class\": \"not_recom\", \"target_rate\": 1.0}, {\"children\": \"more\", \"class\": \"not_recom\", \"target_rate\": 1.0}, {\"children\": \"1\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"1\", \"class\": \"recommend\", \"target_rate\": 0.0}, {\"children\": \"1\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"children\": \"1\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"children\": \"2\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"2\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"children\": \"2\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"children\": \"3\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"3\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"children\": \"3\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"children\": \"more\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"more\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"children\": \"more\", \"class\": \"very_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.45}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68481dc3fa2b74f4e2d334f382853a21c83c4e0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:48:29.763192+00:00", + "ended_at": "2026-05-04T08:48:42.815875+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3e28c2e98913c322", + "problem_id": "v2p_c7_2d65b3eb6cc130e7", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "children", + "group_col_2": "class", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_3e28c2e98913c322.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3e28c2e98913c322", + "api_calls": 0, + "input_tokens": 21905, + "cached_input_tokens": 21376, + "output_tokens": 238, + "total_tokens": 22143, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1814, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12994.85, + "sql_execution_elapsed_ms_total": 20.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_3e28c2e98913c322\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ef9d9eb3164d8e3df58117bfdfb0daded82f71e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3e28c2e98913c322/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:48:42.783042+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12994.85, "started_at": "2026-05-04T08:48:29.766745+00:00", "ended_at": "2026-05-04T08:48:42.758549+00:00", "prompt_metrics": {"chars": 6549, "bytes_utf8": 6549, "lines": 207, "estimated_tokens": 1814}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21905, "cached_input_tokens": 21376, "output_tokens": 238}, "stderr_preview": "2026-05-04T08:48:30.018243Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:48:32.453794Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=health.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "health", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03b53e55a93ec4276f369636f38c847d57c6018c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-aaa1-70a0-8562-c7f18397d079"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY support ASC, \\\"health\\\"\\nLIMIT 12;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"health\\\" and top_k=12. SQLite-compatible single-table SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21810,"cached_input_tokens":20864,"output_tokens":104}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec0dc8461b986ca9f50412ecefab9800f97726c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY support ASC, \"health\"\nLIMIT 12;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"health\" and top_k=12. SQLite-compatible single-table SELECT only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cd496dd18b00fb92b1bdd16e36d5baf38f884fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:00.960513Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:05.233174Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:13.565845Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f0a99594fb70f6f91641eaf8369b0d9a9dcb42a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=health. +Result preview: [{"health": "not_recom", "support": 4320}, {"health": "priority", "support": 4320}, {"health": "recommended", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6709e531150c0e0b97b1a19651322204a0a8392 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_3ecd7fc2c59da469 +-- problem_id: v2p_c7_b1b38ce4e8d409d0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "health" +ORDER BY support ASC, "health" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d8f3ea9ad0026024d2d0c1a072925e5fc5fdf62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY support ASC, \"health\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY support ASC, \\\"health\\\"\\nLIMIT 12;\", \"columns\": [\"health\", \"support\"], \"rows\": [{\"health\": \"not_recom\", \"support\": 4320}, {\"health\": \"priority\", \"support\": 4320}, {\"health\": \"recommended\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fa2b081946183f874af311436c9412a3a764aaef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:07:00.702986+00:00", + "ended_at": "2026-05-04T09:07:14.699617+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_3ecd7fc2c59da469", + "problem_id": "v2p_c7_b1b38ce4e8d409d0", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_3ecd7fc2c59da469.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_3ecd7fc2c59da469", + "api_calls": 0, + "input_tokens": 21810, + "cached_input_tokens": 20864, + "output_tokens": 104, + "total_tokens": 21914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 88, + "estimated_total_tokens": 1809, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13952.16, + "sql_execution_elapsed_ms_total": 9.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_3ecd7fc2c59da469\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..711f028afbc48de924d2622dd3973356e50bd370 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_3ecd7fc2c59da469/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:14.680435+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13952.16, "started_at": "2026-05-04T09:07:00.706687+00:00", "ended_at": "2026-05-04T09:07:14.659398+00:00", "prompt_metrics": {"chars": 6237, "bytes_utf8": 6237, "lines": 202, "estimated_tokens": 1721}, "response_metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 21810, "cached_input_tokens": 20864, "output_tokens": 104}, "stderr_preview": "2026-05-04T09:07:00.960513Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:05.233174Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=has_nurs.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..813fbbd9c240d174e84f41dde3a0016144164eef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-0549-7fa3-9fb4-6bb1b929d327"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Two-Dimensional Top-k Count template with bound roles group_col=\\\"parents\\\" and group_col_2=\\\"has_nurs\\\", using the single table \\\"c7\\\" and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21846,"cached_input_tokens":19840,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb8f0e77bb258c3dff6b4336c472157fa0830577 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY support DESC\nLIMIT 12;","notes":"Applied the provided Two-Dimensional Top-k Count template with bound roles group_col=\"parents\" and group_col_2=\"has_nurs\", using the single table \"c7\" and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e33fb8d469e606237aa5537336a8674efa524093 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:50.948628Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:53.320516Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:02.555529Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..582e3635f04b81d500a9b586bc36f8172f443916 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=has_nurs. +Result preview: [{"parents": "great_pret", "has_nurs": "critical", "support": 864}, {"parents": "great_pret", "has_nurs": "improper", "support": 864}, {"parents": "great_pret", "has_nurs": "less_proper", "support": 864}, {"parents": "great_pret", "has_nurs": "proper", "support": 864}, {"parents": "great_pret", "has_nurs": "very_crit", "support": 864}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e2a78d6ba6dfc74adb04303414b5e777c564792b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_4102cfdd1a258b9a +-- problem_id: v2p_c7_bf6b3b913d80ecef +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "has_nurs", COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58cc7b97b8b3864614f60d6860123ac8ef25a884 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"parents\", \"has_nurs\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"improper\", \"support\": 864}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6faae99ae40d499384ae264d695842e6347e854a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:00:50.695207+00:00", + "ended_at": "2026-05-04T09:01:03.409826+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4102cfdd1a258b9a", + "problem_id": "v2p_c7_bf6b3b913d80ecef", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=has_nurs.", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_4102cfdd1a258b9a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4102cfdd1a258b9a", + "api_calls": 0, + "input_tokens": 21846, + "cached_input_tokens": 19840, + "output_tokens": 120, + "total_tokens": 21966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1757, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12668.88, + "sql_execution_elapsed_ms_total": 10.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4102cfdd1a258b9a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b0cb1578e222d5cf408928d4865dbe064594a300 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4102cfdd1a258b9a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:03.391605+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12668.88, "started_at": "2026-05-04T09:00:50.703710+00:00", "ended_at": "2026-05-04T09:01:03.373331+00:00", "prompt_metrics": {"chars": 6354, "bytes_utf8": 6354, "lines": 204, "estimated_tokens": 1757}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21846, "cached_input_tokens": 19840, "output_tokens": 120}, "stderr_preview": "2026-05-04T09:00:50.948628Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:53.320516Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "parents", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3795a9bb4c4e41b89c03ec468a71b935ada30e69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-c26d-7a53-8fc4-7209e681e221"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"parents\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Uses the planned Filtered Top-k Group Count template with group_col=\\\"parents\\\" and predicate housing='critical' on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":19840,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..951e17a4f30c0ef8ac512384c0901d0374708844 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"parents\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"parents\"\nORDER BY support DESC\nLIMIT 19;","notes":"Uses the planned Filtered Top-k Group Count template with group_col=\"parents\" and predicate housing='critical' on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1dbc072ef9ddc4b6fffb88c9b7bcdd5c9e04bbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:22.753760Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:25.162965Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:32.741991Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91d1edd222344cf5a498844e2f43fe571fcf1fb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=parents. +Result preview: [{"parents": "usual", "support": 1440}, {"parents": "pretentious", "support": 1440}, {"parents": "great_pret", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..14489c13d8240c3e552c59aec686e9840e4639e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_43ec6b9823106fea +-- problem_id: v2p_c7_04c20f56d616d8e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS support +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "parents" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59b154fedc18552c842e93ad033118c6594c8329 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"parents\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"parents\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"parents\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"parents\", \"support\"], \"rows\": [{\"parents\": \"usual\", \"support\": 1440}, {\"parents\": \"pretentious\", \"support\": 1440}, {\"parents\": \"great_pret\", \"support\": 1440}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b4f18515effeee8925703178ce9f407e1409f682 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:58:22.539906+00:00", + "ended_at": "2026-05-04T08:58:33.734512+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_43ec6b9823106fea", + "problem_id": "v2p_c7_04c20f56d616d8e5", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_43ec6b9823106fea.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_43ec6b9823106fea", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 90, + "estimated_total_tokens": 1850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11159.07, + "sql_execution_elapsed_ms_total": 5.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_43ec6b9823106fea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efa348d7b7a105cdab052c20cb54bd445a044010 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_43ec6b9823106fea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:33.721167+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11159.07, "started_at": "2026-05-04T08:58:22.544364+00:00", "ended_at": "2026-05-04T08:58:33.698426+00:00", "prompt_metrics": {"chars": 6442, "bytes_utf8": 6442, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 21849, "cached_input_tokens": 19840, "output_tokens": 153}, "stderr_preview": "2026-05-04T08:58:22.753760Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:25.162965Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=parents, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "parents", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..faef738f267b931dd6c0e334633b11f27e0c2c55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-c326-7b53-ac2d-5cb031600634"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"parents\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=5, and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":19840,"output_tokens":181}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8828caf129eafd1174a8d6537f73c6b8f5e966fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"parents\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Uses the planned Tail Target-Rate Extremes template with group_col=\"parents\", target_col=\"class\", target_value='not_recom', min_support=5, and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2962cac29cf5cfcadca9014096bcd967c28529c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:56.189204Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:58.561854Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:07.340959Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a42418e65b704950e45485d0acc8fecb463d65d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=parents, target_col=class. +Result preview: [{"parents": "great_pret", "support": 4320, "focus_rate": 0.3333333333333333}, {"parents": "pretentious", "support": 4320, "focus_rate": 0.3333333333333333}, {"parents": "usual", "support": 4320, "focus_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..36afb19e439630a736673ea19cf6e2ba6428734e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_451ade725c29940e +-- problem_id: v2p_c7_f6898444098f7fa0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "parents" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1089b4053638dfff35e284d07e8ab85528d21ff9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"parents\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"parents\", \"support\", \"focus_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"parents\": \"pretentious\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"parents\": \"usual\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5bd1587ef5ea4b59ef132647a8fe714af400e690 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:04:55.964316+00:00", + "ended_at": "2026-05-04T09:05:08.068513+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_451ade725c29940e", + "problem_id": "v2p_c7_f6898444098f7fa0", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=parents, target_col=class.", + "bindings": { + "group_col": "parents", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_451ade725c29940e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_451ade725c29940e", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 19840, + "output_tokens": 181, + "total_tokens": 22098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12062.99, + "sql_execution_elapsed_ms_total": 8.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_451ade725c29940e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a46f432197db6387a9b20060165391277787baf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:08.052391+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12062.99, "started_at": "2026-05-04T09:04:55.967626+00:00", "ended_at": "2026-05-04T09:05:08.022398+00:00", "prompt_metrics": {"chars": 6589, "bytes_utf8": 6589, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21917, "cached_input_tokens": 19840, "output_tokens": 181}, "stderr_preview": "2026-05-04T09:04:56.189204Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:58.561854Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Uses the planned Tail Target-Rate Extremes template with group_col=\\\"parents\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=5, and top_k=10.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d462a22deb27b608728cc481fcb72f6b99a644f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_451ade725c29940e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_451ade725c29940e", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 19840, + "output_tokens": 181, + "total_tokens": 22098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12062.99, + "sql_execution_elapsed_ms_total": 8.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_451ade725c29940e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..243d59950e8289356860b657fa3b4bcda4348e1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 208, "estimated_tokens": 1792}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 492, "bytes_utf8": 492, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21881, "cached_input_tokens": 20864, "output_tokens": 169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4f740376eb754cd6b852633776d85a0c537babbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_458518cc89d1cd21", + "api_calls": 0, + "input_tokens": 21881, + "cached_input_tokens": 20864, + "output_tokens": 169, + "total_tokens": 22050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1792, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1907, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11184.72, + "sql_execution_elapsed_ms_total": 11.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_458518cc89d1cd21\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d7a08bba67a8baf5512847b311f7d4b220f0613f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:18:00.920230+00:00", + "ended_at": "2026-05-04T09:18:12.105001+00:00", + "elapsed_ms": 11184.72, + "prompt_metrics": { + "chars": 6584, + "bytes_utf8": 6584, + "lines": 208, + "estimated_tokens": 1792 + }, + "stdout_metrics": { + "chars": 822, + "bytes_utf8": 822, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13252 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 492, + "bytes_utf8": 492, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 21881, + "cached_input_tokens": 20864, + "output_tokens": 169 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b05b954c11ea9c2c3d1d11f92eaab6e012b83eaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "finance", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "entity_col": "finance", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e30cb54835a98d9b90db0a750aa6787e1b88daf2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-bd67-7b00-89c7-63fe578a413a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template exactly with group_col=\\\"finance\\\", entity_col=\\\"finance\\\", and predicate parents = 'great_pret'. Since the grouped and distinct-counted column are the same, each returned group's distinct_entities will be 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21881,"cached_input_tokens":20864,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36b7182f054fa45d3fdea1a4895bad8d148ad37c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 15;","notes":"Used the provided template exactly with group_col=\"finance\", entity_col=\"finance\", and predicate parents = 'great_pret'. Since the grouped and distinct-counted column are the same, each returned group's distinct_entities will be 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1304d1ce76242109dab46c6afe5933e351d40b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:01.107291Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:03.466968Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:11.467112Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec183780fe49ba945fd3597e907291f884d839e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance. +Result preview: [{"finance": "inconv", "distinct_entities": 1}, {"finance": "convenient", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f85d885c36cec024e88e448ade04a06ea168c92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_458518cc89d1cd21 +-- problem_id: v2p_c7_38514484d1da94c3 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f46b996a11c3540d7f2ae08cf2dabd8d3ca7992 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\", \"columns\": [\"finance\", \"distinct_entities\"], \"rows\": [{\"finance\": \"inconv\", \"distinct_entities\": 1}, {\"finance\": \"convenient\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a472c3e0b8cc7c0371b42506f62992945d58182 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:18:00.917328+00:00", + "ended_at": "2026-05-04T09:18:12.157011+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_458518cc89d1cd21", + "problem_id": "v2p_c7_38514484d1da94c3", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "entity_col": "finance", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=140" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_458518cc89d1cd21.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_458518cc89d1cd21", + "api_calls": 0, + "input_tokens": 21881, + "cached_input_tokens": 20864, + "output_tokens": 169, + "total_tokens": 22050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1792, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1907, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11184.72, + "sql_execution_elapsed_ms_total": 11.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_458518cc89d1cd21\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a2efebd8794457207bfce588524556ff8ce82bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_458518cc89d1cd21/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:12.133329+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11184.72, "started_at": "2026-05-04T09:18:00.920230+00:00", "ended_at": "2026-05-04T09:18:12.105001+00:00", "prompt_metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 208, "estimated_tokens": 1792}, "response_metrics": {"chars": 492, "bytes_utf8": 492, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21881, "cached_input_tokens": 20864, "output_tokens": 169}, "stderr_preview": "2026-05-04T09:18:01.107291Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:03.466968Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "parents", + "entity_col": "parents", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..734427c444c43f9681171c466adaa76ddfa692e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-ad83-7cc3-a91a-8e1fd0402d35"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Filled the provided template with group_col=\\\"parents\\\", entity_col=\\\"parents\\\", and top_k=11 using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":112}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59096d85674fec9b01fecfdd55f7d775bda5d012 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Filled the provided template with group_col=\"parents\", entity_col=\"parents\", and top_k=11 using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48e49c6ce30af1ae5e4d2b963b7bad1d24de67f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:34.927491Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:37.331246Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:44.888893Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3538b6e36fceda8ac1341a09006327856675a381 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents. +Result preview: [{"parents": "usual", "distinct_entities": 1}, {"parents": "pretentious", "distinct_entities": 1}, {"parents": "great_pret", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9f84963afed927d18ee3ad0dfb803f1f987e491 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_478f0759a8dfeb99 +-- problem_id: v2p_c7_2335688b83690b99 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ca666203b376fa884847b8addfbf0452473ba7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"parents\", \"distinct_entities\"], \"rows\": [{\"parents\": \"usual\", \"distinct_entities\": 1}, {\"parents\": \"pretentious\", \"distinct_entities\": 1}, {\"parents\": \"great_pret\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c8ac1713003168068bf2f58b5495917079a87ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:13:34.702016+00:00", + "ended_at": "2026-05-04T09:13:45.876800+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_478f0759a8dfeb99", + "problem_id": "v2p_c7_2335688b83690b99", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "entity_col": "parents", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_478f0759a8dfeb99.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_478f0759a8dfeb99", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 112, + "total_tokens": 21938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11131.7, + "sql_execution_elapsed_ms_total": 6.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_478f0759a8dfeb99\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83fb61cefe4e7ba2cd77faa9b828c3edf08ce322 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_478f0759a8dfeb99/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:13:45.857978+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11131.7, "started_at": "2026-05-04T09:13:34.708087+00:00", "ended_at": "2026-05-04T09:13:45.839791+00:00", "prompt_metrics": {"chars": 6364, "bytes_utf8": 6364, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 112}, "stderr_preview": "2026-05-04T09:13:34.927491Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:37.331246Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=health.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..619d87dbeb008e2b4b2bbf4d0e3c1561d201c480 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-9480-7822-9482-8b37c9130865"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"health\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Filtered Two-Dimensional Group Count template with group_col=\\\"parents\\\", group_col_2=\\\"health\\\", and predicate \\\"social\\\" = 'nonprob'. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21894,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69d0c884ba410a3c5e68c950d438c42f3f86bfbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"health\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"parents\", \"health\"\nORDER BY row_count DESC;","notes":"Used the provided Filtered Two-Dimensional Group Count template with group_col=\"parents\", group_col_2=\"health\", and predicate \"social\" = 'nonprob'. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf415db0d49bfebe0ca4a9a31d6a7e0187465f09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:45:04.601836Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:45:07.069784Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:45:15.121532Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1afb25dbf71845fed557ee9c758035b1bd113d8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=health. +Result preview: [{"parents": "great_pret", "health": "not_recom", "row_count": 480}, {"parents": "great_pret", "health": "priority", "row_count": 480}, {"parents": "great_pret", "health": "recommended", "row_count": 480}, {"parents": "pretentious", "health": "not_recom", "row_count": 480}, {"parents": "pretentious", "health": "priority", "row_count": 480}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e6f20e3edfc8a144a1fe841a2354b260527ea0a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_4795f49927dfdae9 +-- problem_id: v2p_c7_bde5aa5b420b48e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "health", COUNT(*) AS row_count +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "parents", "health" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..849736b3eac1ea96546aca9dd4853fcc807dcebb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"health\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"social\" = 'nonprob'\nGROUP BY \"parents\", \"health\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"health\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"social\\\" = 'nonprob'\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"health\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"health\": \"not_recom\", \"row_count\": 480}, {\"parents\": \"great_pret\", \"health\": \"priority\", \"row_count\": 480}, {\"parents\": \"great_pret\", \"health\": \"recommended\", \"row_count\": 480}, {\"parents\": \"pretentious\", \"health\": \"not_recom\", \"row_count\": 480}, {\"parents\": \"pretentious\", \"health\": \"priority\", \"row_count\": 480}, {\"parents\": \"pretentious\", \"health\": \"recommended\", \"row_count\": 480}, {\"parents\": \"usual\", \"health\": \"not_recom\", \"row_count\": 480}, {\"parents\": \"usual\", \"health\": \"priority\", \"row_count\": 480}, {\"parents\": \"usual\", \"health\": \"recommended\", \"row_count\": 480}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f4ba6ff776a9676f3e28e1e2a55c850b54613525 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:45:04.367210+00:00", + "ended_at": "2026-05-04T08:45:15.553907+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4795f49927dfdae9", + "problem_id": "v2p_c7_bde5aa5b420b48e7", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=health.", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "predicate_col": "social", + "predicate_op": "=", + "predicate_value": "nonprob", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_4795f49927dfdae9.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4795f49927dfdae9", + "api_calls": 0, + "input_tokens": 21894, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 22021, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1803, + "estimated_output_tokens": 112, + "estimated_total_tokens": 1915, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11144.07, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4795f49927dfdae9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb2d4336f5c40e3ae61c393f996649c4578245f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4795f49927dfdae9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:45:15.533943+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11144.07, "started_at": "2026-05-04T08:45:04.371520+00:00", "ended_at": "2026-05-04T08:45:15.515682+00:00", "prompt_metrics": {"chars": 6559, "bytes_utf8": 6559, "lines": 208, "estimated_tokens": 1803}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 21894, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T08:45:04.601836Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:45:07.069784Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "health", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05a5d6ce557a0835b833bd858940bbbeb8a9868f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-d7fa-7e11-88c9-b5591c95bc84"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"health\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned template with group_col bound to \\\"health\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":19840,"output_tokens":84}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0126623627f5938aaea9ab9376221beabeddc1be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"health\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY row_count DESC;","notes":"Uses the planned template with group_col bound to \"health\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc00400bb842c3cf3428173ed2cc2d153684afca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:33.816581Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:36.290705Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:43.548292Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dc9d111e729ec012b12d0551dace6c842e17c8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health. +Result preview: [{"health": "recommended", "row_count": 4320}, {"health": "priority", "row_count": 4320}, {"health": "not_recom", "row_count": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..615fa93bf829a80da23f7f74a5e36d8e9e50c964 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_4a4afe741d7df8eb +-- problem_id: v2p_c7_00eca14239df8d6b +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS row_count +FROM "c7" +GROUP BY "health" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03cb23e5ecc4cf83a2aa9204b0b3c5d41651bf76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"health\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"health\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"health\", \"row_count\"], \"rows\": [{\"health\": \"recommended\", \"row_count\": 4320}, {\"health\": \"priority\", \"row_count\": 4320}, {\"health\": \"not_recom\", \"row_count\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89b27972861d6b3ba7c434d04f94d4060646a4c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:59:33.584115+00:00", + "ended_at": "2026-05-04T08:59:44.434482+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4a4afe741d7df8eb", + "problem_id": "v2p_c7_00eca14239df8d6b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_4a4afe741d7df8eb.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4a4afe741d7df8eb", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 19840, + "output_tokens": 84, + "total_tokens": 21861, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 66, + "estimated_total_tokens": 1752, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10812.84, + "sql_execution_elapsed_ms_total": 7.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4a4afe741d7df8eb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54be50e1449e3bbff229e469a88eacdb9ed7244f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a4afe741d7df8eb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:44.418628+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10812.84, "started_at": "2026-05-04T08:59:33.587101+00:00", "ended_at": "2026-05-04T08:59:44.396621+00:00", "prompt_metrics": {"chars": 6157, "bytes_utf8": 6157, "lines": 202, "estimated_tokens": 1686}, "response_metrics": {"chars": 253, "bytes_utf8": 253, "lines": 1, "estimated_tokens": 66}, "usage": {"input_tokens": 21777, "cached_input_tokens": 19840, "output_tokens": 84}, "stderr_preview": "2026-05-04T08:59:33.816581Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:36.290705Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..97a7edde1e762debbccb536403799be4e7d98136 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-ad95-7a22-80ca-9b462b6205c7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"housing\\\", group_col_2=\\\"health\\\", target_col=\\\"class\\\", and target_value='very_recom'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21905,"cached_input_tokens":20864,"output_tokens":155}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53ccf720297b58074fe49f085f206bfda26d3f68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"housing\", \"health\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"housing\", group_col_2=\"health\", target_col=\"class\", and target_value='very_recom'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69ef92fbd5977ff18f8c1e201cf2eabe0bad4d7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:33.195530Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:35.538600Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:44.787718Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..90ea5ba3586ba23d6b5646e788eaee369eb80100 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=health, target_col=class. +Result preview: [{"housing": "convenient", "health": "recommended", "target_rate": 0.14444444444444443}, {"housing": "less_conv", "health": "recommended", "target_rate": 0.06944444444444445}, {"housing": "critical", "health": "recommended", "target_rate": 0.013888888888888888}, {"housing": "convenient", "health": "not_recom", "target_rate": 0.0}, {"housing": "convenient", "health": "priority", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..448ee048046bbe37ad5b16ba23c38c2bcbfd54c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_4a7669e6b9fff3f8 +-- problem_id: v2p_c7_b5fae162df575f39 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "housing", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8c06a7ab5a788748113294afb08c96df0114d66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"housing\", \"health\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"housing\", \"health\", \"target_rate\"], \"rows\": [{\"housing\": \"convenient\", \"health\": \"recommended\", \"target_rate\": 0.14444444444444443}, {\"housing\": \"less_conv\", \"health\": \"recommended\", \"target_rate\": 0.06944444444444445}, {\"housing\": \"critical\", \"health\": \"recommended\", \"target_rate\": 0.013888888888888888}, {\"housing\": \"convenient\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"convenient\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"health\": \"priority\", \"target_rate\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8df03309941098f099cb635ecbb52c8fbf23cf32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:49:32.925818+00:00", + "ended_at": "2026-05-04T08:49:46.215696+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4a7669e6b9fff3f8", + "problem_id": "v2p_c7_b5fae162df575f39", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=health, target_col=class.", + "bindings": { + "group_col": "housing", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_4a7669e6b9fff3f8.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4a7669e6b9fff3f8", + "api_calls": 0, + "input_tokens": 21905, + "cached_input_tokens": 20864, + "output_tokens": 155, + "total_tokens": 22060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1814, + "estimated_output_tokens": 121, + "estimated_total_tokens": 1935, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13241.66, + "sql_execution_elapsed_ms_total": 15.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4a7669e6b9fff3f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bff8d2b2761b78bd70e61daf85317566413d011 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4a7669e6b9fff3f8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:46.190929+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13241.66, "started_at": "2026-05-04T08:49:32.930522+00:00", "ended_at": "2026-05-04T08:49:46.171746+00:00", "prompt_metrics": {"chars": 6557, "bytes_utf8": 6557, "lines": 207, "estimated_tokens": 1814}, "response_metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 21905, "cached_input_tokens": 20864, "output_tokens": 155}, "stderr_preview": "2026-05-04T08:49:33.195530Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:35.538600Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=housing.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "housing", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ea9fe87b647c8392de4076da655bea835282ee8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-b182-7fb3-b74d-089374b0ffc8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY support ASC, \\\"housing\\\"\\nLIMIT 13;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"housing\\\" and top_k set to 13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21810,"cached_input_tokens":20864,"output_tokens":106}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e955c8db8c056953257912f7d61e687bd1895f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"housing\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY support ASC, \"housing\"\nLIMIT 13;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"housing\" and top_k set to 13."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a59bc116e62fea9c0a1dbc2cf4d30274577b377 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:13.831867Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:16.617351Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:23.686556Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..98ca508e15c8d4977f76928bdceb630be0cb5934 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=housing. +Result preview: [{"housing": "convenient", "support": 4320}, {"housing": "critical", "support": 4320}, {"housing": "less_conv", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bb4ce99481113e7fb8ea83eb688aa8ab041505d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_4abfa49cb2e70f68 +-- problem_id: v2p_c7_9a5a72e64b1835e8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support +FROM "c7" +GROUP BY "housing" +ORDER BY support ASC, "housing" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0458676c032345a75f6a3a13295db8f799a430f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"housing\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY support ASC, \"housing\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY support ASC, \\\"housing\\\"\\nLIMIT 13;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"convenient\", \"support\": 4320}, {\"housing\": \"critical\", \"support\": 4320}, {\"housing\": \"less_conv\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dee248ad35d6728f4689d5645099bbfa4c303cf4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:09:13.596895+00:00", + "ended_at": "2026-05-04T09:09:24.383137+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4abfa49cb2e70f68", + "problem_id": "v2p_c7_9a5a72e64b1835e8", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_4abfa49cb2e70f68.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4abfa49cb2e70f68", + "api_calls": 0, + "input_tokens": 21810, + "cached_input_tokens": 20864, + "output_tokens": 106, + "total_tokens": 21916, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10750.13, + "sql_execution_elapsed_ms_total": 7.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4abfa49cb2e70f68\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5cc1c968030662205e9a9b5f520f3603e9045e2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4abfa49cb2e70f68/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:24.368718+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10750.13, "started_at": "2026-05-04T09:09:13.600365+00:00", "ended_at": "2026-05-04T09:09:24.350271+00:00", "prompt_metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": 1721}, "response_metrics": {"chars": 311, "bytes_utf8": 311, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21810, "cached_input_tokens": 20864, "output_tokens": 106}, "stderr_preview": "2026-05-04T09:09:13.831867Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:16.617351Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=health, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d4cbc22f70b6e542d0990676f6fb462526cdbc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-34e0-76f2-9da6-6fe2494a97c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"health\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=4, and top_k=18 using only the single table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":20864,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd9a7d738697427dbfebca48802a58a530924696 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"health\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"health\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Applied the provided Tail Target-Rate Extremes template with group_col=\"health\", target_col=\"class\", target_value='very_recom', min_support=4, and top_k=18 using only the single table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79fda58d932afc25b09921f6eaa32c9e0728fa0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:19.737434Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:22.131878Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:30.249658Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ec4da41df8ca9e73d380a50a1ec1161006fc4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=health, target_col=class. +Result preview: [{"health": "recommended", "support": 4320, "focus_rate": 0.07592592592592592}, {"health": "not_recom", "support": 4320, "focus_rate": 0.0}, {"health": "priority", "support": 4320, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f460d749eda4fcb0c9b1034122cbf29176aa5003 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_4bfd59e06f6efacb +-- problem_id: v2p_c7_89ff6e58b984ee2c +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "health" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f0840c30337afbb447b2379a97c1b434719dfe8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"health\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"health\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"health\", \"support\", \"focus_rate\"], \"rows\": [{\"health\": \"recommended\", \"support\": 4320, \"focus_rate\": 0.07592592592592592}, {\"health\": \"not_recom\", \"support\": 4320, \"focus_rate\": 0.0}, {\"health\": \"priority\", \"support\": 4320, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3449da5959ddeed2f474c1f0d6ea3d46f51b5d62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:04:19.553546+00:00", + "ended_at": "2026-05-04T09:04:31.265220+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4bfd59e06f6efacb", + "problem_id": "v2p_c7_89ff6e58b984ee2c", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=health, target_col=class.", + "bindings": { + "group_col": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_4bfd59e06f6efacb.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4bfd59e06f6efacb", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 20864, + "output_tokens": 158, + "total_tokens": 22075, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1970, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11672.69, + "sql_execution_elapsed_ms_total": 8.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4bfd59e06f6efacb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5fc344f663e4eb3cb1dfad7ddc203a8a55f0d26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:31.247799+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11672.69, "started_at": "2026-05-04T09:04:19.556451+00:00", "ended_at": "2026-05-04T09:04:31.229255+00:00", "prompt_metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 520, "bytes_utf8": 520, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 21917, "cached_input_tokens": 20864, "output_tokens": 158}, "stderr_preview": "2026-05-04T09:04:19.737434Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:22.131878Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Applied the provided Tail Target-Rate Extremes template with group_col=\\\"health\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=4, and top_k=18 using only the single table and SQLite-compatible syntax.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a77091430ba7da87b3867700f10696c4e98b2110 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4bfd59e06f6efacb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4bfd59e06f6efacb", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 20864, + "output_tokens": 158, + "total_tokens": 22075, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1970, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11672.69, + "sql_execution_elapsed_ms_total": 8.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4bfd59e06f6efacb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cabf83deaee0a57a8cdfe75de2a40fb0c17236ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6583, "bytes_utf8": 6583, "lines": 205, "estimated_tokens": 1826}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ef9084dfebea7c60392d0bde6ca86ba4e9266f67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4c3579237653213a", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 184, + "total_tokens": 22099, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 118, + "estimated_total_tokens": 1944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12968.52, + "sql_execution_elapsed_ms_total": 11.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4c3579237653213a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..59ea8e7d6b7921297167ae11e5686d5b7eb5d0b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:04:31.272045+00:00", + "ended_at": "2026-05-04T09:04:44.240673+00:00", + "elapsed_ms": 12968.52, + "prompt_metrics": { + "chars": 6583, + "bytes_utf8": 6583, + "lines": 205, + "estimated_tokens": 1826 + }, + "stdout_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 4, + "estimated_tokens": 227 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 423, + "bytes_utf8": 423, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 184 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..267a8f1be5bf8d5fe8fa8c01110107874f9b4cde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,205 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec1f1279576ccebff4d796a570e2a08c6e5f7e12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-62ba-7583-94ea-d9304d805b5a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Applied the required Tail Target-Rate Extremes template with group_col=\\\"class\\\" and target_col=\\\"class\\\" exactly as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":20864,"output_tokens":184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..518f97677de15d37a77214fd4b1e46f1bd6e0dfc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Applied the required Tail Target-Rate Extremes template with group_col=\"class\" and target_col=\"class\" exactly as bound."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f996272b729f69d80284289a32e742543f1598ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:31.469053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:33.872305Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:43.542372Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1132e0d4ba592d40c72782e0d8093110e22bd4d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class. +Result preview: [{"class": "very_recom", "support": 328, "focus_rate": 0.0}, {"class": "spec_prior", "support": 4044, "focus_rate": 0.0}, {"class": "priority", "support": 4266, "focus_rate": 0.0}, {"class": "not_recom", "support": 4320, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..719db7133629e7dea3644533e24943fba67f7355 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_4c3579237653213a +-- problem_id: v2p_c7_f4f2b10420fafeb8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "class" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6107b62c44512af050f30ca8048eebd01ed2f60f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"class\", \"support\", \"focus_rate\"], \"rows\": [{\"class\": \"very_recom\", \"support\": 328, \"focus_rate\": 0.0}, {\"class\": \"spec_prior\", \"support\": 4044, \"focus_rate\": 0.0}, {\"class\": \"priority\", \"support\": 4266, \"focus_rate\": 0.0}, {\"class\": \"not_recom\", \"support\": 4320, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3cef452b2cf0817bcb861638cfbd08b57e651892 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:04:31.268670+00:00", + "ended_at": "2026-05-04T09:04:44.287438+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4c3579237653213a", + "problem_id": "v2p_c7_f4f2b10420fafeb8", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=class, target_col=class.", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_4c3579237653213a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4c3579237653213a", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 184, + "total_tokens": 22099, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 118, + "estimated_total_tokens": 1944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12968.52, + "sql_execution_elapsed_ms_total": 11.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4c3579237653213a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9601c6788b55a971c39a6aa9c56fe15cefa6de2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:44.264390+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12968.52, "started_at": "2026-05-04T09:04:31.272045+00:00", "ended_at": "2026-05-04T09:04:44.240673+00:00", "prompt_metrics": {"chars": 6583, "bytes_utf8": 6583, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 184}, "stderr_preview": "2026-05-04T09:04:31.469053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:33.872305Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Applied the required Tail Target-Rate Extremes template with group_col=\\\"class\\\" and target_col=\\\"class\\\" exactly as bound.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..23202110ea4dac259ac2fb6d2bd4d170ec0da5dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4c3579237653213a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4c3579237653213a", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 184, + "total_tokens": 22099, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 118, + "estimated_total_tokens": 1944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12968.52, + "sql_execution_elapsed_ms_total": 11.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4c3579237653213a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b85767b4019fa613d96f3f1f3ea7795be8b41cae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6352, "bytes_utf8": 6352, "lines": 204, "estimated_tokens": 1753}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 21842, "cached_input_tokens": 20864, "output_tokens": 106}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e453fac431b5be599d064803f29bd10f80c871a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4ea41aafee5f5983", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 106, + "total_tokens": 21948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 90, + "estimated_total_tokens": 1843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12463.89, + "sql_execution_elapsed_ms_total": 24.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4ea41aafee5f5983\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5e2bcbe7b50cb9ce0ce33e96ba36543fbd4ad639 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:01:40.867320+00:00", + "ended_at": "2026-05-04T09:01:53.330899+00:00", + "elapsed_ms": 12463.89, + "prompt_metrics": { + "chars": 6352, + "bytes_utf8": 6352, + "lines": 204, + "estimated_tokens": 1753 + }, + "stdout_metrics": { + "chars": 684, + "bytes_utf8": 684, + "lines": 4, + "estimated_tokens": 196 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13179 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 351, + "bytes_utf8": 351, + "lines": 1, + "estimated_tokens": 90 + }, + "usage": { + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 106 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91163d0c9eae32d0ed1ea802be889cf2cc680570 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=finance.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..408a311f86aa9594ea00e7aa8b23c7c90896960f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-c913-7162-912b-424dcac8d416"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Uses the provided Two-Dimensional Top-k Count template with group_col=\\\"parents\\\" and group_col_2=\\\"finance\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21842,"cached_input_tokens":20864,"output_tokens":106}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd87fb7472646d986d5f00c052ffcea9f75182a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"finance\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY support DESC\nLIMIT 11;","notes":"Uses the provided Two-Dimensional Top-k Count template with group_col=\"parents\" and group_col_2=\"finance\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09291570415604fb3823dd75c3143fcf54dc9329 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:41.073251Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:43.553617Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:52.522109Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa6e575f9957a7c48aaf917423158316af423daf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=finance. +Result preview: [{"parents": "great_pret", "finance": "convenient", "support": 2160}, {"parents": "great_pret", "finance": "inconv", "support": 2160}, {"parents": "pretentious", "finance": "convenient", "support": 2160}, {"parents": "pretentious", "finance": "inconv", "support": 2160}, {"parents": "usual", "finance": "convenient", "support": 2160}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..230e8afcc700de2a34b977e1e53f3cccce8d3458 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_4ea41aafee5f5983 +-- problem_id: v2p_c7_e4b735e9d8e9da7d +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "finance", COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab008efd300776ac303347d082f253368e88a84d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"finance\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"parents\", \"finance\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"great_pret\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"inconv\", \"support\": 2160}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..96898dd347abec40714ade68aad0fe0b72145815 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:01:40.863468+00:00", + "ended_at": "2026-05-04T09:01:53.409762+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4ea41aafee5f5983", + "problem_id": "v2p_c7_e4b735e9d8e9da7d", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=finance.", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_4ea41aafee5f5983.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4ea41aafee5f5983", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 106, + "total_tokens": 21948, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 90, + "estimated_total_tokens": 1843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12463.89, + "sql_execution_elapsed_ms_total": 24.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4ea41aafee5f5983\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7afa0392dc3560923925bb31b56f8ff3703ce8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4ea41aafee5f5983/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:53.369622+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12463.89, "started_at": "2026-05-04T09:01:40.867320+00:00", "ended_at": "2026-05-04T09:01:53.330899+00:00", "prompt_metrics": {"chars": 6352, "bytes_utf8": 6352, "lines": 204, "estimated_tokens": 1753}, "response_metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 21842, "cached_input_tokens": 20864, "output_tokens": 106}, "stderr_preview": "2026-05-04T09:01:41.073251Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:43.553617Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=has_nurs, group_col_2=form.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "form", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "very_recom", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14d44f75b38483b7d57129a3c0a63a3bf2e3f5d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-f354-7672-a62e-5dddc7cc23e7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"has_nurs\\\", \\\"form\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'very_recom'\\nGROUP BY \\\"has_nurs\\\", \\\"form\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the provided filtered two-dimensional group count template with group_col=\\\"has_nurs\\\", group_col_2=\\\"form\\\", and predicate \\\"class\\\" = 'very_recom'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21898,"cached_input_tokens":19840,"output_tokens":122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..995269e9d72ce57be4f3e386368c2fc29b807399 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"has_nurs\", \"form\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"class\" = 'very_recom'\nGROUP BY \"has_nurs\", \"form\"\nORDER BY row_count DESC;","notes":"Uses the provided filtered two-dimensional group count template with group_col=\"has_nurs\", group_col_2=\"form\", and predicate \"class\" = 'very_recom'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d20d00dad5c5734c7cc2ef136321e18a20491d35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:45:28.881195Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:45:31.199300Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:45:39.996663Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a712850922a698b5efaf5100eb2a3ab712bce806 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=has_nurs, group_col_2=form. +Result preview: [{"has_nurs": "less_proper", "form": "complete", "row_count": 48}, {"has_nurs": "proper", "form": "complete", "row_count": 46}, {"has_nurs": "less_proper", "form": "completed", "row_count": 40}, {"has_nurs": "proper", "form": "completed", "row_count": 40}, {"has_nurs": "less_proper", "form": "incomplete", "row_count": 28}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7481cbaf2b4278b54ca879711411e27817ea9b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_4fe71b04f4e11a86 +-- problem_id: v2p_c7_a685fb1d90af8e64 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "form", COUNT(*) AS row_count +FROM "c7" +WHERE "class" = 'very_recom' +GROUP BY "has_nurs", "form" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78de6c9f87f128424bba56e98db387fd577b7645 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"has_nurs\", \"form\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"class\" = 'very_recom'\nGROUP BY \"has_nurs\", \"form\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"has_nurs\\\", \\\"form\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'very_recom'\\nGROUP BY \\\"has_nurs\\\", \\\"form\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"has_nurs\", \"form\", \"row_count\"], \"rows\": [{\"has_nurs\": \"less_proper\", \"form\": \"complete\", \"row_count\": 48}, {\"has_nurs\": \"proper\", \"form\": \"complete\", \"row_count\": 46}, {\"has_nurs\": \"less_proper\", \"form\": \"completed\", \"row_count\": 40}, {\"has_nurs\": \"proper\", \"form\": \"completed\", \"row_count\": 40}, {\"has_nurs\": \"less_proper\", \"form\": \"incomplete\", \"row_count\": 28}, {\"has_nurs\": \"proper\", \"form\": \"incomplete\", \"row_count\": 28}, {\"has_nurs\": \"improper\", \"form\": \"complete\", \"row_count\": 24}, {\"has_nurs\": \"improper\", \"form\": \"completed\", \"row_count\": 20}, {\"has_nurs\": \"less_proper\", \"form\": \"foster\", \"row_count\": 16}, {\"has_nurs\": \"proper\", \"form\": \"foster\", \"row_count\": 16}, {\"has_nurs\": \"improper\", \"form\": \"incomplete\", \"row_count\": 14}, {\"has_nurs\": \"improper\", \"form\": \"foster\", \"row_count\": 8}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..598110e3495f46558d06b221c0173d49e4269d29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:45:28.632359+00:00", + "ended_at": "2026-05-04T08:45:41.008580+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_4fe71b04f4e11a86", + "problem_id": "v2p_c7_a685fb1d90af8e64", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=has_nurs, group_col_2=form.", + "bindings": { + "group_col": "has_nurs", + "group_col_2": "form", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "very_recom", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=8" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_4fe71b04f4e11a86.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_4fe71b04f4e11a86", + "api_calls": 0, + "input_tokens": 21898, + "cached_input_tokens": 19840, + "output_tokens": 122, + "total_tokens": 22020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1807, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1913, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12321.36, + "sql_execution_elapsed_ms_total": 6.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_4fe71b04f4e11a86\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..baefbdb1deed41ee7001027d835b4a47aff30388 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_4fe71b04f4e11a86/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:45:40.989803+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12321.36, "started_at": "2026-05-04T08:45:28.635906+00:00", "ended_at": "2026-05-04T08:45:40.957097+00:00", "prompt_metrics": {"chars": 6559, "bytes_utf8": 6559, "lines": 208, "estimated_tokens": 1807}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21898, "cached_input_tokens": 19840, "output_tokens": 122}, "stderr_preview": "2026-05-04T08:45:28.881195Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:45:31.199300Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "housing", + "entity_col": "housing", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9db7a15608dbf5b78976308b2e170ebd59cbd63a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-5f3e-72f3-a83c-fcbb5570a5c9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"housing\\\", COUNT(DISTINCT \\\"housing\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Used the provided template and bindings exactly: group_col=\\\"housing\\\", entity_col=\\\"housing\\\", top_k=11. Since the grouped column and distinct-count column are the same, each group will have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..102af2a603079fd9dd106509bd752266cf345f83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"housing\", COUNT(DISTINCT \"housing\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Used the provided template and bindings exactly: group_col=\"housing\", entity_col=\"housing\", top_k=11. Since the grouped column and distinct-count column are the same, each group will have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85773e895f904a6c7322bdcbd8473e51ecc331e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:09.340259Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:11.958537Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:20.291347Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b091bb6a2aa8893ee92404847553255353dadfb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing. +Result preview: [{"housing": "less_conv", "distinct_entities": 1}, {"housing": "critical", "distinct_entities": 1}, {"housing": "convenient", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..40a02052644afb4ac718dd977b581978dab78c84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_5202446d2ca6f53a +-- problem_id: v2p_c7_97cff2d45e9132dd +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(DISTINCT "housing") AS distinct_entities +FROM "c7" +GROUP BY "housing" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43ee28fae89bc0a6152e660f74889bc94c467de4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"housing\", COUNT(DISTINCT \"housing\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"housing\\\", COUNT(DISTINCT \\\"housing\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"housing\", \"distinct_entities\"], \"rows\": [{\"housing\": \"less_conv\", \"distinct_entities\": 1}, {\"housing\": \"critical\", \"distinct_entities\": 1}, {\"housing\": \"convenient\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6336b10bda10f7b0700f09725c479e654f2ef2ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:12:09.144340+00:00", + "ended_at": "2026-05-04T09:12:21.136217+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5202446d2ca6f53a", + "problem_id": "v2p_c7_97cff2d45e9132dd", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "entity_col": "housing", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=121" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_5202446d2ca6f53a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_5202446d2ca6f53a", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 185, + "total_tokens": 22011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1839, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11955.1, + "sql_execution_elapsed_ms_total": 7.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_5202446d2ca6f53a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aff00f6208d6c68238e2046be32cfa4b76700c83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5202446d2ca6f53a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:21.121685+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11955.1, "started_at": "2026-05-04T09:12:09.149307+00:00", "ended_at": "2026-05-04T09:12:21.104562+00:00", "prompt_metrics": {"chars": 6363, "bytes_utf8": 6363, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 185}, "stderr_preview": "2026-05-04T09:12:09.340259Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:11.958537Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=form.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..470d73ee7ea735d02892b35b64f6a6b034ba0570 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-36cd-7f40-9eef-1557396078b1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"form\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Two-Dimensional Top-k Count template with fixed bindings group_col=\\\"parents\\\", group_col_2=\\\"form\\\", and top_k=13. Query is SQLite-compatible and restricted to the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21841,"cached_input_tokens":4480,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44f0bfd082e2ec795203cc7d923738698efe7a3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"form\", COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"parents\", \"form\"\nORDER BY \"support\" DESC\nLIMIT 13;","notes":"Used the provided Two-Dimensional Top-k Count template with fixed bindings group_col=\"parents\", group_col_2=\"form\", and top_k=13. Query is SQLite-compatible and restricted to the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c33edeaf509d61571ddea8d50bd28af2d445f9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:03.630499Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:06.074024Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:14.377166Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c5af106508ad7a0fecef1fca433cad79261361e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=form. +Result preview: [{"parents": "great_pret", "form": "complete", "support": 1080}, {"parents": "great_pret", "form": "completed", "support": 1080}, {"parents": "great_pret", "form": "foster", "support": 1080}, {"parents": "great_pret", "form": "incomplete", "support": 1080}, {"parents": "pretentious", "form": "complete", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..967404953a49e3bf0d91d586ab6763903540e28f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_53e29a13e5b0cc26 +-- problem_id: v2p_c7_7020dbb684dfd558 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "form", COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "form" +ORDER BY "support" DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ceb17c67f5a46b2603ed3725b64a2db98d67db4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"form\", COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"parents\", \"form\"\nORDER BY \"support\" DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"form\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 13;\", \"columns\": [\"parents\", \"form\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"form\": \"complete\", \"support\": 1080}, {\"parents\": \"great_pret\", \"form\": \"completed\", \"support\": 1080}, {\"parents\": \"great_pret\", \"form\": \"foster\", \"support\": 1080}, {\"parents\": \"great_pret\", \"form\": \"incomplete\", \"support\": 1080}, {\"parents\": \"pretentious\", \"form\": \"complete\", \"support\": 1080}, {\"parents\": \"pretentious\", \"form\": \"completed\", \"support\": 1080}, {\"parents\": \"pretentious\", \"form\": \"foster\", \"support\": 1080}, {\"parents\": \"pretentious\", \"form\": \"incomplete\", \"support\": 1080}, {\"parents\": \"usual\", \"form\": \"complete\", \"support\": 1080}, {\"parents\": \"usual\", \"form\": \"completed\", \"support\": 1080}, {\"parents\": \"usual\", \"form\": \"foster\", \"support\": 1080}, {\"parents\": \"usual\", \"form\": \"incomplete\", \"support\": 1080}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..26899a139e1d554171748fe1ead4c6d7cd3bd7c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:01:03.411538+00:00", + "ended_at": "2026-05-04T09:01:15.304405+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_53e29a13e5b0cc26", + "problem_id": "v2p_c7_7020dbb684dfd558", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=form.", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_53e29a13e5b0cc26.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_53e29a13e5b0cc26", + "api_calls": 0, + "input_tokens": 21841, + "cached_input_tokens": 4480, + "output_tokens": 123, + "total_tokens": 21964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1752, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11851.37, + "sql_execution_elapsed_ms_total": 11.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_53e29a13e5b0cc26\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..606f96ac216bb5c874f9a8bdde242bf56b88126c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_53e29a13e5b0cc26/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:15.283954+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11851.37, "started_at": "2026-05-04T09:01:03.415177+00:00", "ended_at": "2026-05-04T09:01:15.266666+00:00", "prompt_metrics": {"chars": 6345, "bytes_utf8": 6345, "lines": 204, "estimated_tokens": 1752}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21841, "cached_input_tokens": 4480, "output_tokens": 123}, "stderr_preview": "2026-05-04T09:01:03.630499Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:06.074024Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=finance, group_col_2=social, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "finance", + "group_col_2": "social", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..324c4fd411b0a22710a9a3878436f59988ba8ab2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-ba8b-7f20-ac63-0bf0e3f15310"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"finance\\\", group_col_2=\\\"social\\\", target_col=\\\"class\\\", and target_value='not_recom'. Uses only the single table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":21376,"output_tokens":136}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fb293aa4f670cb64953dd0b4e462a74ece2f50b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"social\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"finance\", \"social\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"finance\", group_col_2=\"social\", target_col=\"class\", and target_value='not_recom'. Uses only the single table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9afa1297770eb5aafdb2319cedf5c3db7062ae7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:42.035462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:44.440337Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:53.638000Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d54fc945bc248ce5090fbfebbe107a252cfff219 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=finance, group_col_2=social, target_col=class. +Result preview: [{"finance": "convenient", "social": "nonprob", "target_rate": 0.3333333333333333}, {"finance": "convenient", "social": "problematic", "target_rate": 0.3333333333333333}, {"finance": "convenient", "social": "slightly_prob", "target_rate": 0.3333333333333333}, {"finance": "inconv", "social": "nonprob", "target_rate": 0.3333333333333333}, {"finance": "inconv", "social": "problematic", "target_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..27cc9caa2fbb5102e8fc5b1043d44c795decaf5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_545ba108a1514ecf +-- problem_id: v2p_c7_1fbc75ee249d4419 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "social", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71c02885f866817bd4553a7257f61bff905351b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"social\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"finance\", \"social\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"finance\", \"social\", \"target_rate\"], \"rows\": [{\"finance\": \"convenient\", \"social\": \"nonprob\", \"target_rate\": 0.3333333333333333}, {\"finance\": \"convenient\", \"social\": \"problematic\", \"target_rate\": 0.3333333333333333}, {\"finance\": \"convenient\", \"social\": \"slightly_prob\", \"target_rate\": 0.3333333333333333}, {\"finance\": \"inconv\", \"social\": \"nonprob\", \"target_rate\": 0.3333333333333333}, {\"finance\": \"inconv\", \"social\": \"problematic\", \"target_rate\": 0.3333333333333333}, {\"finance\": \"inconv\", \"social\": \"slightly_prob\", \"target_rate\": 0.3333333333333333}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1cf246ab0c2eb067ee2ef08b299b9a0d8d600107 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:50:41.764388+00:00", + "ended_at": "2026-05-04T08:50:54.467974+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_545ba108a1514ecf", + "problem_id": "v2p_c7_1fbc75ee249d4419", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=finance, group_col_2=social, target_col=class.", + "bindings": { + "group_col": "finance", + "group_col_2": "social", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_545ba108a1514ecf.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_545ba108a1514ecf", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 21376, + "output_tokens": 136, + "total_tokens": 22040, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1813, + "estimated_output_tokens": 120, + "estimated_total_tokens": 1933, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12658.83, + "sql_execution_elapsed_ms_total": 14.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_545ba108a1514ecf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6658e2f53d6c95265f2cb4d186f7672982d6ecbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_545ba108a1514ecf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:54.445868+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12658.83, "started_at": "2026-05-04T08:50:41.770062+00:00", "ended_at": "2026-05-04T08:50:54.428797+00:00", "prompt_metrics": {"chars": 6552, "bytes_utf8": 6552, "lines": 207, "estimated_tokens": 1813}, "response_metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 21904, "cached_input_tokens": 21376, "output_tokens": 136}, "stderr_preview": "2026-05-04T08:50:42.035462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:44.440337Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=social.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "inconv", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f812d962874110c29f65c05ad1826fa54f55c273 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-65e5-74c0-b465-78827e939d99"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"social\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"parents\\\", group_col_2=\\\"social\\\", and filter \\\"finance\\\" = 'inconv'. Used only the provided single table and SQLite-compatible syntax with quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21894,"cached_input_tokens":19840,"output_tokens":122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c62382eeed24458f4ac0f54b6f342ed3dd0ab1a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"social\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"finance\" = 'inconv'\nGROUP BY \"parents\", \"social\"\nORDER BY row_count DESC;","notes":"Applied the planned template with group_col=\"parents\", group_col_2=\"social\", and filter \"finance\" = 'inconv'. Used only the provided single table and SQLite-compatible syntax with quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1bfd67ff6e0532ee90dde4a55fa695616d173ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:52.629594Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:55.010210Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:45:03.438154Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c977fb62c07766c4153df57b0e5d82e9c921269 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=social. +Result preview: [{"parents": "great_pret", "social": "nonprob", "row_count": 720}, {"parents": "great_pret", "social": "problematic", "row_count": 720}, {"parents": "great_pret", "social": "slightly_prob", "row_count": 720}, {"parents": "pretentious", "social": "nonprob", "row_count": 720}, {"parents": "pretentious", "social": "problematic", "row_count": 720}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d0e02a86835ab0e020e1bf620c6a4a11f8ec55d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_559304f40160f557 +-- problem_id: v2p_c7_ac63f4405d984e99 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "social", COUNT(*) AS row_count +FROM "c7" +WHERE "finance" = 'inconv' +GROUP BY "parents", "social" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f674d91ca83742076b6743f36ac9803339ae21ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"social\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"finance\" = 'inconv'\nGROUP BY \"parents\", \"social\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"social\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"social\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"social\": \"nonprob\", \"row_count\": 720}, {\"parents\": \"great_pret\", \"social\": \"problematic\", \"row_count\": 720}, {\"parents\": \"great_pret\", \"social\": \"slightly_prob\", \"row_count\": 720}, {\"parents\": \"pretentious\", \"social\": \"nonprob\", \"row_count\": 720}, {\"parents\": \"pretentious\", \"social\": \"problematic\", \"row_count\": 720}, {\"parents\": \"pretentious\", \"social\": \"slightly_prob\", \"row_count\": 720}, {\"parents\": \"usual\", \"social\": \"nonprob\", \"row_count\": 720}, {\"parents\": \"usual\", \"social\": \"problematic\", \"row_count\": 720}, {\"parents\": \"usual\", \"social\": \"slightly_prob\", \"row_count\": 720}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6bdf098342746cd53eecbc524534b3af55dfdfd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:44:52.411504+00:00", + "ended_at": "2026-05-04T08:45:04.364969+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_559304f40160f557", + "problem_id": "v2p_c7_ac63f4405d984e99", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=social.", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "inconv", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_559304f40160f557.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_559304f40160f557", + "api_calls": 0, + "input_tokens": 21894, + "cached_input_tokens": 19840, + "output_tokens": 122, + "total_tokens": 22016, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1803, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1909, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11905.0, + "sql_execution_elapsed_ms_total": 8.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_559304f40160f557\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef8eac38dfa82c3a9e4b149c450cb7273a2e4d94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_559304f40160f557/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:45:04.338256+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11905.0, "started_at": "2026-05-04T08:44:52.414461+00:00", "ended_at": "2026-05-04T08:45:04.319038+00:00", "prompt_metrics": {"chars": 6558, "bytes_utf8": 6558, "lines": 208, "estimated_tokens": 1803}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21894, "cached_input_tokens": 19840, "output_tokens": 122}, "stderr_preview": "2026-05-04T08:44:52.629594Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:55.010210Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=housing, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "housing", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdddf5e75d7ef73fcf1c2db6f324d85b6438c70b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-b804-7ab2-9a34-6f6e70f665e5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"housing\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=5, top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":20864,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f335aa48386d6f872e3d792449fa84ac47c5ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\"housing\", target_col=\"class\", target_value='not_recom', min_support=5, top_k=10."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ece8233780649a08a805c01093961f574dfedb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:42.233924Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:44.560480Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:52.718719Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..87a5a5455a8587d764b4d1c473d4a1b9a5dfab26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=housing, target_col=class. +Result preview: [{"housing": "convenient", "support": 4320, "focus_rate": 0.3333333333333333}, {"housing": "critical", "support": 4320, "focus_rate": 0.3333333333333333}, {"housing": "less_conv", "support": 4320, "focus_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..958fda6110e4948a275834f7619b8564fe40b335 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_58ab570733a1808c +-- problem_id: v2p_c7_004b55522e8de32c +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "housing" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1bbd7d5ed2c3482d1729c514da8423136c070b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"housing\", \"support\", \"focus_rate\"], \"rows\": [{\"housing\": \"convenient\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"housing\": \"critical\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"housing\": \"less_conv\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..009643dcba6180f0ae85667f969820e108f32b85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:02:42.021927+00:00", + "ended_at": "2026-05-04T09:02:53.576136+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_58ab570733a1808c", + "problem_id": "v2p_c7_004b55522e8de32c", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=housing, target_col=class.", + "bindings": { + "group_col": "housing", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_58ab570733a1808c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_58ab570733a1808c", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 20864, + "output_tokens": 151, + "total_tokens": 22068, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1963, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11487.66, + "sql_execution_elapsed_ms_total": 14.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_58ab570733a1808c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ecf2b9933945b31e7c03982bd3b42363fff9e19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:53.547531+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11487.66, "started_at": "2026-05-04T09:02:42.036583+00:00", "ended_at": "2026-05-04T09:02:53.522063+00:00", "prompt_metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 21917, "cached_input_tokens": 20864, "output_tokens": 151}, "stderr_preview": "2026-05-04T09:02:42.233924Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:44.560480Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"housing\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=5, top_k=10.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..941ef749e292eb7819def4cfaa9bde78e13074fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_58ab570733a1808c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_58ab570733a1808c", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 20864, + "output_tokens": 151, + "total_tokens": 22068, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1963, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11487.66, + "sql_execution_elapsed_ms_total": 14.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_58ab570733a1808c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a5dcfdb947d24e1acd89243675d4fc51be89ee8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6569, "bytes_utf8": 6569, "lines": 208, "estimated_tokens": 1789}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21878, "cached_input_tokens": 20864, "output_tokens": 191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8acec8408d74a610823bb26d8caf6d7e94c0ec76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_59a6b1c3d483a564", + "api_calls": 0, + "input_tokens": 21878, + "cached_input_tokens": 20864, + "output_tokens": 191, + "total_tokens": 22069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1789, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1892, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11649.28, + "sql_execution_elapsed_ms_total": 3.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_59a6b1c3d483a564\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..befbdaeb2b8b10fc85da189c402d7869c4e89837 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:16:58.473231+00:00", + "ended_at": "2026-05-04T09:17:10.121656+00:00", + "elapsed_ms": 11649.28, + "prompt_metrics": { + "chars": 6569, + "bytes_utf8": 6569, + "lines": 208, + "estimated_tokens": 1789 + }, + "stdout_metrics": { + "chars": 742, + "bytes_utf8": 742, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 420, + "bytes_utf8": 420, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 21878, + "cached_input_tokens": 20864, + "output_tokens": 191 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae6028a8e4a0796e0d91ea211b0c773c13ad0579 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=form.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "form", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "completed", + "entity_col": "form", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a042f1273a3ba6db008caeb69abc679e79eebd1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df246-c982-72a3-8899-90d6efe2d3cf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"form\\\", COUNT(DISTINCT \\\"form\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'completed'\\nGROUP BY \\\"form\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Used the required template and fixed bindings exactly as provided: group_col=form, entity_col=form, predicate_col=form, predicate_op='=', predicate_value='completed', top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21878,"cached_input_tokens":20864,"output_tokens":191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf6673cf9062acbbffbdb4644c4f2070f5604a01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"form\", COUNT(DISTINCT \"form\") AS distinct_entities\nFROM \"c7\"\nWHERE \"form\" = 'completed'\nGROUP BY \"form\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Used the required template and fixed bindings exactly as provided: group_col=form, entity_col=form, predicate_col=form, predicate_op='=', predicate_value='completed', top_k=12."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0703a23ea1ccd62db258254d1d06d15599cd6e13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:16:58.679686Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:00.972873Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:09.290277Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cb87350014996400848c6e22c0170c3914e55f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=form. +Result preview: [{"form": "completed", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdc46e04b2ab72d8d9727b7a28de672222e2b619 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_59a6b1c3d483a564 +-- problem_id: v2p_c7_8c46557d50b55f60 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(DISTINCT "form") AS distinct_entities +FROM "c7" +WHERE "form" = 'completed' +GROUP BY "form" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47b8c2d992462d19416ccfc02e9aab39926efe4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"form\", COUNT(DISTINCT \"form\") AS distinct_entities\nFROM \"c7\"\nWHERE \"form\" = 'completed'\nGROUP BY \"form\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"form\\\", COUNT(DISTINCT \\\"form\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'completed'\\nGROUP BY \\\"form\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"form\", \"distinct_entities\"], \"rows\": [{\"form\": \"completed\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b48fa829e9a4e96854e3b748100c217cd39dd3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:16:58.468549+00:00", + "ended_at": "2026-05-04T09:17:10.156118+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_59a6b1c3d483a564", + "problem_id": "v2p_c7_8c46557d50b55f60", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=form.", + "bindings": { + "group_col": "form", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "completed", + "entity_col": "form", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_59a6b1c3d483a564.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_59a6b1c3d483a564", + "api_calls": 0, + "input_tokens": 21878, + "cached_input_tokens": 20864, + "output_tokens": 191, + "total_tokens": 22069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1789, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1892, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11649.28, + "sql_execution_elapsed_ms_total": 3.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_59a6b1c3d483a564\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e48dc9ca657eaa61b4a84f3ef3381e467a8e7c80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_59a6b1c3d483a564/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:10.144318+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11649.28, "started_at": "2026-05-04T09:16:58.473231+00:00", "ended_at": "2026-05-04T09:17:10.121656+00:00", "prompt_metrics": {"chars": 6569, "bytes_utf8": 6569, "lines": 208, "estimated_tokens": 1789}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21878, "cached_input_tokens": 20864, "output_tokens": 191}, "stderr_preview": "2026-05-04T09:16:58.679686Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:00.972873Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "health", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "entity_col": "health", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6da000729d92383bc5118d5682917ce7a1e61379 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-6c90-7910-acc8-8670fc1c0efb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"health\\\", COUNT(DISTINCT \\\"health\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"health\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Applied the requested template with group_col, predicate_col, and entity_col all bound to \\\"health\\\" as provided.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e864d18559f8759bf38db292c10f075664f15313 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"health\", COUNT(DISTINCT \"health\") AS distinct_entities\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"health\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Applied the requested template with group_col, predicate_col, and entity_col all bound to \"health\" as provided."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55d5d346a7769047d0c8d2392a3f570ff7d3d8fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:23.808416Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:26.176666Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:33.582385Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a1cd11407611cbaf64dc24aef4d41a4e8f6aa31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health. +Result preview: [{"health": "priority", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d6423de9e3f5d555c02293b23bec491127dd112 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_5aecb519038661b8 +-- problem_id: v2p_c7_38077a9403f1762d +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(DISTINCT "health") AS distinct_entities +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "health" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1edbecb9ff923eca72d4274adaef6ea9759bb39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"health\", COUNT(DISTINCT \"health\") AS distinct_entities\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"health\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"health\\\", COUNT(DISTINCT \\\"health\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"health\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"health\", \"distinct_entities\"], \"rows\": [{\"health\": \"priority\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b4b9fd1e7a087f395e4508116834d1af5ea2095c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:14:23.611033+00:00", + "ended_at": "2026-05-04T09:14:34.524648+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5aecb519038661b8", + "problem_id": "v2p_c7_38077a9403f1762d", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "entity_col": "health", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_5aecb519038661b8.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_5aecb519038661b8", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 139, + "total_tokens": 22018, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1879, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10867.66, + "sql_execution_elapsed_ms_total": 7.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_5aecb519038661b8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79a2de9072eba154d751b2c23b068a7903ad0032 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5aecb519038661b8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:34.506843+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10867.66, "started_at": "2026-05-04T09:14:23.616416+00:00", "ended_at": "2026-05-04T09:14:34.484242+00:00", "prompt_metrics": {"chars": 6576, "bytes_utf8": 6576, "lines": 208, "estimated_tokens": 1790}, "response_metrics": {"chars": 364, "bytes_utf8": 364, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 139}, "stderr_preview": "2026-05-04T09:14:23.808416Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:26.176666Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "form", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..433209298a08ea5a5997301b13bbe7369499c528 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-7df6-7a11-ba86-de29c5773bc2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"form\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned template tpl_clickbench_group_count with group_col bound to \\\"form\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21776,"cached_input_tokens":21376,"output_tokens":89}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b34b36d34ca33af296763002b5faebb74c2540d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"form\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY row_count DESC;","notes":"Used the planned template tpl_clickbench_group_count with group_col bound to \"form\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f4391ce65c0c5aaf64ba490f0416ee821ddc332 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:16.309713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:18.804608Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:25.756481Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2da506a6bd7af2ffe44d2ccd154ae1e60719ea68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form. +Result preview: [{"form": "incomplete", "row_count": 3240}, {"form": "foster", "row_count": 3240}, {"form": "completed", "row_count": 3240}, {"form": "complete", "row_count": 3240}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b6a31cd441d1c4cf9199908033049ee05c8a53c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_5bc10d549e307b1e +-- problem_id: v2p_c7_fb974476bf680d04 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS row_count +FROM "c7" +GROUP BY "form" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9186a769374dbd63066e78e12e597a6ea721782 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"form\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"form\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"form\", \"row_count\"], \"rows\": [{\"form\": \"incomplete\", \"row_count\": 3240}, {\"form\": \"foster\", \"row_count\": 3240}, {\"form\": \"completed\", \"row_count\": 3240}, {\"form\": \"complete\", \"row_count\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77df8d7a78e58f0dcc874f3692314439949001bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:00:16.106980+00:00", + "ended_at": "2026-05-04T09:00:26.978878+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5bc10d549e307b1e", + "problem_id": "v2p_c7_fb974476bf680d04", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form.", + "bindings": { + "group_col": "form", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_5bc10d549e307b1e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_5bc10d549e307b1e", + "api_calls": 0, + "input_tokens": 21776, + "cached_input_tokens": 21376, + "output_tokens": 89, + "total_tokens": 21865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1685, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1756, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10833.66, + "sql_execution_elapsed_ms_total": 6.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_5bc10d549e307b1e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9c631a5bf5c17306203738aa7e9794f7f814321 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5bc10d549e307b1e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:26.964602+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10833.66, "started_at": "2026-05-04T09:00:16.113580+00:00", "ended_at": "2026-05-04T09:00:26.945254+00:00", "prompt_metrics": {"chars": 6153, "bytes_utf8": 6153, "lines": 202, "estimated_tokens": 1685}, "response_metrics": {"chars": 274, "bytes_utf8": 274, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21776, "cached_input_tokens": 21376, "output_tokens": 89}, "stderr_preview": "2026-05-04T09:00:16.309713Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:18.804608Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, condition_col=housing.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "critical", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d083e16b63ea207f943e06be9e575c934b746b55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-902c-7251-a678-ec5da6300231"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with bound roles group_col=\\\"housing\\\" and condition_col=\\\"housing\\\", condition_value='convenient'. Since grouping and condition use the same column, the result measures the within-group proportion of rows where housing is 'convenient', yielding 1 for the 'convenient' group and 0 for other housing groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21868,"cached_input_tokens":21376,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0ab887606ff21b6966bd007e3a1aa157fa496de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"housing\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with bound roles group_col=\"housing\" and condition_col=\"housing\", condition_value='convenient'. Since grouping and condition use the same column, the result measures the within-group proportion of rows where housing is 'convenient', yielding 1 for the 'convenient' group and 0 for other housing groups."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..209463f8d0133e323f6d4b6fa9bcf268c2e684f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:47.799709Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:50.127153Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:57.776818Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..120116b3236d114a9f2c24b8b5df84edb6b81614 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, condition_col=housing. +Result preview: [{"housing": "convenient", "condition_rate": 1.0}, {"housing": "less_conv", "condition_rate": 0.0}, {"housing": "critical", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f88bae68bca92847a44b20722c9af6b6d40a941 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_5e7134c50719cafd +-- problem_id: v2p_c7_155d34b0ba2eb2a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "housing" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eeaa7bc4b1fc7ace77b222c81a6b51a0bf5d3181 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"housing\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"housing\", \"condition_rate\"], \"rows\": [{\"housing\": \"convenient\", \"condition_rate\": 1.0}, {\"housing\": \"less_conv\", \"condition_rate\": 0.0}, {\"housing\": \"critical\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e93705c0822ed9936879d7635077c075fd3b1748 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:53:47.542174+00:00", + "ended_at": "2026-05-04T08:53:58.678026+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5e7134c50719cafd", + "problem_id": "v2p_c7_155d34b0ba2eb2a0", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, condition_col=housing.", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "critical", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_5e7134c50719cafd.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_5e7134c50719cafd", + "api_calls": 0, + "input_tokens": 21868, + "cached_input_tokens": 21376, + "output_tokens": 157, + "total_tokens": 22025, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1777, + "estimated_output_tokens": 141, + "estimated_total_tokens": 1918, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11099.51, + "sql_execution_elapsed_ms_total": 7.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_5e7134c50719cafd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06bc884d342b1cebd6b72091e0549b24cc0600c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7134c50719cafd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:58.663382+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11099.51, "started_at": "2026-05-04T08:53:47.545785+00:00", "ended_at": "2026-05-04T08:53:58.645745+00:00", "prompt_metrics": {"chars": 6523, "bytes_utf8": 6523, "lines": 207, "estimated_tokens": 1777}, "response_metrics": {"chars": 593, "bytes_utf8": 593, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 21868, "cached_input_tokens": 21376, "output_tokens": 157}, "stderr_preview": "2026-05-04T08:53:47.799709Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:50.127153Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=finance, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "finance", + "group_col_2": "health", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d50cfef3f568e4fe1c7728dfffd0dd08caf28dec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-ec09-7143-9434-1c09139fbe3d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"finance\\\", group_col_2=\\\"health\\\", target_col=\\\"class\\\", and target_value='priority'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21902,"cached_input_tokens":19840,"output_tokens":185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c91c79501d7fa7aa528627d698fc46ad8c85ee52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"health\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"finance\", \"health\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"finance\", group_col_2=\"health\", target_col=\"class\", and target_value='priority'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f00f7e1facfe558bf9a620b588797197a3cf98e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:54.670354Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:57.155244Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:07.731356Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b264999c8532a217decd819f9c7ae6aeb85b1fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=finance, group_col_2=health, target_col=class. +Result preview: [{"finance": "convenient", "health": "recommended", "target_rate": 0.575}, {"finance": "inconv", "health": "recommended", "target_rate": 0.5416666666666666}, {"finance": "convenient", "health": "priority", "target_rate": 0.4638888888888889}, {"finance": "inconv", "health": "priority", "target_rate": 0.39444444444444443}, {"finance": "convenient", "health": "not_recom", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1ca3bc31813725a958c5d6dac81986b2cc285ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_5e7df090aa8e0f2e +-- problem_id: v2p_c7_498cf2cb8ca43ead +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "health", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "finance", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1c457710e3a35524990363e4652047fcc09d1dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"health\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"finance\", \"health\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"finance\", \"health\", \"target_rate\"], \"rows\": [{\"finance\": \"convenient\", \"health\": \"recommended\", \"target_rate\": 0.575}, {\"finance\": \"inconv\", \"health\": \"recommended\", \"target_rate\": 0.5416666666666666}, {\"finance\": \"convenient\", \"health\": \"priority\", \"target_rate\": 0.4638888888888889}, {\"finance\": \"inconv\", \"health\": \"priority\", \"target_rate\": 0.39444444444444443}, {\"finance\": \"convenient\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"finance\": \"inconv\", \"health\": \"not_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6d44d8cb2e4282476b9e8deffdc25de94480eb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:50:54.470130+00:00", + "ended_at": "2026-05-04T08:51:08.855381+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_5e7df090aa8e0f2e", + "problem_id": "v2p_c7_498cf2cb8ca43ead", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=finance, group_col_2=health, target_col=class.", + "bindings": { + "group_col": "finance", + "group_col_2": "health", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_5e7df090aa8e0f2e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_5e7df090aa8e0f2e", + "api_calls": 0, + "input_tokens": 21902, + "cached_input_tokens": 19840, + "output_tokens": 185, + "total_tokens": 22087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1811, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14342.36, + "sql_execution_elapsed_ms_total": 14.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_5e7df090aa8e0f2e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c81ca4b45cb5d3c9e8314a76e3b740104301e65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_5e7df090aa8e0f2e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:08.832889+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14342.36, "started_at": "2026-05-04T08:50:54.472881+00:00", "ended_at": "2026-05-04T08:51:08.814503+00:00", "prompt_metrics": {"chars": 6540, "bytes_utf8": 6540, "lines": 207, "estimated_tokens": 1811}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21902, "cached_input_tokens": 19840, "output_tokens": 185}, "stderr_preview": "2026-05-04T08:50:54.670354Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:57.155244Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=form.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48517fcdd9f329d72e290c812703c9b5d481b442 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-6637-7c23-8edf-0f3b5f9c4908"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"form\\\"\\nLIMIT 14;\",\"notes\":\"Uses the requested Pairwise Sparse Slice Count template with group_col=\\\"parents\\\" and group_col_2=\\\"form\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21877,"cached_input_tokens":20864,"output_tokens":134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a76bc7a091100045311ef85e50f9897b29c837e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"form\"\nORDER BY support ASC, \"parents\", \"form\"\nLIMIT 14;","notes":"Uses the requested Pairwise Sparse Slice Count template with group_col=\"parents\" and group_col_2=\"form\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24cd58d52a5f5fe57cede178f899c1f23c14dc22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:00.074327Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:02.375413Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:10.182171Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c78ab67b5234a7e199e64cb9f84c20c1db1de0c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=form. +Result preview: [{"parents": "great_pret", "form": "complete", "support": 1080}, {"parents": "great_pret", "form": "completed", "support": 1080}, {"parents": "great_pret", "form": "foster", "support": 1080}, {"parents": "great_pret", "form": "incomplete", "support": 1080}, {"parents": "pretentious", "form": "complete", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..29728788b527e9ab2423c3928acbd0ce522ba5c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_6127f0a53ab6b837 +-- problem_id: v2p_c7_4ba0bf8470fa5873 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "form" +ORDER BY support ASC, "parents", "form" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e2fb9d8f06aa5f0967acbfafe34ab90478d33bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"form\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"form\"\nORDER BY support ASC, \"parents\", \"form\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"form\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"form\\\"\\nLIMIT 14;\", \"columns\": [\"parents\", \"form\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"form\": \"complete\", \"support\": 1080}, {\"parents\": \"great_pret\", \"form\": \"completed\", \"support\": 1080}, {\"parents\": \"great_pret\", \"form\": \"foster\", \"support\": 1080}, {\"parents\": \"great_pret\", \"form\": \"incomplete\", \"support\": 1080}, {\"parents\": \"pretentious\", \"form\": \"complete\", \"support\": 1080}, {\"parents\": \"pretentious\", \"form\": \"completed\", \"support\": 1080}, {\"parents\": \"pretentious\", \"form\": \"foster\", \"support\": 1080}, {\"parents\": \"pretentious\", \"form\": \"incomplete\", \"support\": 1080}, {\"parents\": \"usual\", \"form\": \"complete\", \"support\": 1080}, {\"parents\": \"usual\", \"form\": \"completed\", \"support\": 1080}, {\"parents\": \"usual\", \"form\": \"foster\", \"support\": 1080}, {\"parents\": \"usual\", \"form\": \"incomplete\", \"support\": 1080}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d4fd80015702b2324159deeabd793419e99fdd2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:09:59.802945+00:00", + "ended_at": "2026-05-04T09:10:11.086118+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6127f0a53ab6b837", + "problem_id": "v2p_c7_4ba0bf8470fa5873", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=form.", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_6127f0a53ab6b837.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6127f0a53ab6b837", + "api_calls": 0, + "input_tokens": 21877, + "cached_input_tokens": 20864, + "output_tokens": 134, + "total_tokens": 22011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1788, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1889, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11236.97, + "sql_execution_elapsed_ms_total": 10.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_6127f0a53ab6b837\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfda597c01ba84b2cd2ae1126d323caa10a10cc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6127f0a53ab6b837/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:11.067846+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11236.97, "started_at": "2026-05-04T09:09:59.807405+00:00", "ended_at": "2026-05-04T09:10:11.044657+00:00", "prompt_metrics": {"chars": 6411, "bytes_utf8": 6411, "lines": 204, "estimated_tokens": 1788}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21877, "cached_input_tokens": 20864, "output_tokens": 134}, "stderr_preview": "2026-05-04T09:10:00.074327Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:02.375413Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "finance", + "entity_col": "finance", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a619510241a3774993fd658c982585e83cad0fb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-8e25-7f21-9a90-34b449b0a067"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided top-k distinct coverage template with group_col=\\\"finance\\\" and entity_col=\\\"finance\\\" exactly as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0576b235f15450d73a7c16ad7d9729bd5a9443de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 12;","notes":"Applied the provided top-k distinct coverage template with group_col=\"finance\" and entity_col=\"finance\" exactly as bound."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..844b141406daf40b6b90bce563d2bda472c7f593 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:21.361871Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:23.794835Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:31.697699Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..782f25ed95dbb70aa694a05d50d64b7c5211fbca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance. +Result preview: [{"finance": "inconv", "distinct_entities": 1}, {"finance": "convenient", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a575225fdf8b2cfd542e6e05a3129b97328b522f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_621ce724df26c743 +-- problem_id: v2p_c7_438458ef0634daf5 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6dcee14eb441005902087925bba0803a226f5ab2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 12;\", \"columns\": [\"finance\", \"distinct_entities\"], \"rows\": [{\"finance\": \"inconv\", \"distinct_entities\": 1}, {\"finance\": \"convenient\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b577e478259f10230cd7b6ce7b74f13da827b99b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:12:21.138455+00:00", + "ended_at": "2026-05-04T09:12:32.691298+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_621ce724df26c743", + "problem_id": "v2p_c7_438458ef0634daf5", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "entity_col": "finance", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_621ce724df26c743.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_621ce724df26c743", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 163, + "total_tokens": 21989, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 81, + "estimated_total_tokens": 1818, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11516.89, + "sql_execution_elapsed_ms_total": 7.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_621ce724df26c743\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b492201a5434faa8b652df488382ccfb9e80bd9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_621ce724df26c743/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:32.676310+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11516.89, "started_at": "2026-05-04T09:12:21.141637+00:00", "ended_at": "2026-05-04T09:12:32.658646+00:00", "prompt_metrics": {"chars": 6364, "bytes_utf8": 6364, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 163}, "stderr_preview": "2026-05-04T09:12:21.361871Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:23.794835Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=housing.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c40d86c78c1bdc706166ab51981035f2926992a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-97cc-7e22-90ea-b5e4227f38fa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Two-Dimensional Top-k Count template with fixed bindings group_col=parents, group_col_2=housing, and top_k=10. Query is SQLite-compatible, single-table, and uses only the provided columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21842,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b66b250d1be3a7a0a090ad0affcaa2d13ae328c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"housing\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"housing\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Two-Dimensional Top-k Count template with fixed bindings group_col=parents, group_col_2=housing, and top_k=10. Query is SQLite-compatible, single-table, and uses only the provided columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fba546d4db28d183836ed75106d8b5a342f0a6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:28.474059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:30.936679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:39.799500Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8243685968cb9b1fbbbc941d3bb920eadcf6d65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=housing. +Result preview: [{"parents": "great_pret", "housing": "convenient", "support": 1440}, {"parents": "great_pret", "housing": "critical", "support": 1440}, {"parents": "great_pret", "housing": "less_conv", "support": 1440}, {"parents": "pretentious", "housing": "convenient", "support": 1440}, {"parents": "pretentious", "housing": "critical", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..deb99c979d201511413c7f7b45d94fa2ebaca6fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_66db35c166494065 +-- problem_id: v2p_c7_718f632a7df26db5 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "housing", COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "housing" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..881a3dabf5aa5ab1fcc4f89f20f37a1f4f920cae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"housing\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"housing\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"parents\", \"housing\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"housing\": \"convenient\", \"support\": 1440}, {\"parents\": \"great_pret\", \"housing\": \"critical\", \"support\": 1440}, {\"parents\": \"great_pret\", \"housing\": \"less_conv\", \"support\": 1440}, {\"parents\": \"pretentious\", \"housing\": \"convenient\", \"support\": 1440}, {\"parents\": \"pretentious\", \"housing\": \"critical\", \"support\": 1440}, {\"parents\": \"pretentious\", \"housing\": \"less_conv\", \"support\": 1440}, {\"parents\": \"usual\", \"housing\": \"convenient\", \"support\": 1440}, {\"parents\": \"usual\", \"housing\": \"critical\", \"support\": 1440}, {\"parents\": \"usual\", \"housing\": \"less_conv\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0346d9fcf4bb5bc1df87d9e6c05cf0bcdb8b3a19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:01:28.229228+00:00", + "ended_at": "2026-05-04T09:01:40.860385+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_66db35c166494065", + "problem_id": "v2p_c7_718f632a7df26db5", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=housing.", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_66db35c166494065.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_66db35c166494065", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 21963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12589.73, + "sql_execution_elapsed_ms_total": 11.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_66db35c166494065\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1cb61ff11a731cee5d9f9a91417e52a52676eb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_66db35c166494065/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:40.841085+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12589.73, "started_at": "2026-05-04T09:01:28.234595+00:00", "ended_at": "2026-05-04T09:01:40.824438+00:00", "prompt_metrics": {"chars": 6351, "bytes_utf8": 6351, "lines": 204, "estimated_tokens": 1753}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21842, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T09:01:28.474059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:30.936679Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "entity_col": "has_nurs", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aebac0a4b0d7da270cd8c771bff94fa6d47baa1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df246-9f14-76e3-a5d9-d7314a393cca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"has_nurs\\\", COUNT(DISTINCT \\\"has_nurs\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Applied the planned template exactly with group_col=\\\"has_nurs\\\", entity_col=\\\"has_nurs\\\", predicate on \\\"finance\\\" = 'convenient', SQLite-compatible syntax, and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21887,"cached_input_tokens":20864,"output_tokens":131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad0b191e65a7b24fb429363362281b23cdb5c829 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"has_nurs\", COUNT(DISTINCT \"has_nurs\") AS distinct_entities\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"has_nurs\"\nORDER BY distinct_entities DESC\nLIMIT 16;","notes":"Applied the planned template exactly with group_col=\"has_nurs\", entity_col=\"has_nurs\", predicate on \"finance\" = 'convenient', SQLite-compatible syntax, and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..118a49258be88669bf5f04c2c84b242501ee3c9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:16:47.822311Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:16:50.199259Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:16:57.900856Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b2cf032363f0e8405e70b8b061c683a9f6f536a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "very_crit", "distinct_entities": 1}, {"has_nurs": "proper", "distinct_entities": 1}, {"has_nurs": "less_proper", "distinct_entities": 1}, {"has_nurs": "improper", "distinct_entities": 1}, {"has_nurs": "critical", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c95a5d247c01d6e4848f8f516969d463440aa6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_67212cab8e25cea8 +-- problem_id: v2p_c7_63ebcfbdb9e6cc09 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(DISTINCT "has_nurs") AS distinct_entities +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "has_nurs" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3b308aacc34ecc17b73f737d7f958de6f1001d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"has_nurs\", COUNT(DISTINCT \"has_nurs\") AS distinct_entities\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"has_nurs\"\nORDER BY distinct_entities DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"has_nurs\\\", COUNT(DISTINCT \\\"has_nurs\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\", \"columns\": [\"has_nurs\", \"distinct_entities\"], \"rows\": [{\"has_nurs\": \"very_crit\", \"distinct_entities\": 1}, {\"has_nurs\": \"proper\", \"distinct_entities\": 1}, {\"has_nurs\": \"less_proper\", \"distinct_entities\": 1}, {\"has_nurs\": \"improper\", \"distinct_entities\": 1}, {\"has_nurs\": \"critical\", \"distinct_entities\": 1}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b3b129aa0d0b0174227386bdaa4f9087da07d6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:16:47.599835+00:00", + "ended_at": "2026-05-04T09:16:58.466191+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_67212cab8e25cea8", + "problem_id": "v2p_c7_63ebcfbdb9e6cc09", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "entity_col": "has_nurs", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_67212cab8e25cea8.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_67212cab8e25cea8", + "api_calls": 0, + "input_tokens": 21887, + "cached_input_tokens": 20864, + "output_tokens": 131, + "total_tokens": 22018, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1798, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1913, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10819.4, + "sql_execution_elapsed_ms_total": 9.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_67212cab8e25cea8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbc29a5d623be3be76153e1b2129badb83f862ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_67212cab8e25cea8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:16:58.445878+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10819.4, "started_at": "2026-05-04T09:16:47.606327+00:00", "ended_at": "2026-05-04T09:16:58.425819+00:00", "prompt_metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 208, "estimated_tokens": 1798}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21887, "cached_input_tokens": 20864, "output_tokens": 131}, "stderr_preview": "2026-05-04T09:16:47.822311Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:16:50.199259Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=housing.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "housing", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..54e32e6eb127c04ac489400300488976f705b135 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-dba5-75a0-92dd-829a8ec1400d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY support ASC, \\\"housing\\\"\\nLIMIT 18;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"housing\\\" and top_k=18 using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21812,"cached_input_tokens":21376,"output_tokens":106}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53f92ae0d60a3e6730fe2cb442806308a1d381f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"housing\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY support ASC, \"housing\"\nLIMIT 18;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"housing\" and top_k=18 using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fca6db1a0475f6fe66e585db61f8a441edfeeeab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:24.615802Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:26.921028Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:34.156140Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d976001eb0ecbd9434f75b0186673488fe06ca92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=housing. +Result preview: [{"housing": "convenient", "support": 4320}, {"housing": "critical", "support": 4320}, {"housing": "less_conv", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9d09fd6dbf438c9c4abd30ee6d92d4087840fb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_675a3416cb604da0 +-- problem_id: v2p_c7_5499bb3cb111f2b9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support +FROM "c7" +GROUP BY "housing" +ORDER BY support ASC, "housing" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6eff1c232b86242179b0a112708f65f04e300e76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"housing\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY support ASC, \"housing\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY support ASC, \\\"housing\\\"\\nLIMIT 18;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"convenient\", \"support\": 4320}, {\"housing\": \"critical\", \"support\": 4320}, {\"housing\": \"less_conv\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be3ea47730bb05558934478071eca80712ac1928 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:09:24.385346+00:00", + "ended_at": "2026-05-04T09:09:35.013312+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_675a3416cb604da0", + "problem_id": "v2p_c7_5499bb3cb111f2b9", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_675a3416cb604da0.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_675a3416cb604da0", + "api_calls": 0, + "input_tokens": 21812, + "cached_input_tokens": 21376, + "output_tokens": 106, + "total_tokens": 21918, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 90, + "estimated_total_tokens": 1813, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10591.22, + "sql_execution_elapsed_ms_total": 7.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_675a3416cb604da0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8147a34d2a519f1ad128795e4bc01919de9623b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_675a3416cb604da0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:34.998553+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10591.22, "started_at": "2026-05-04T09:09:24.389132+00:00", "ended_at": "2026-05-04T09:09:34.980437+00:00", "prompt_metrics": {"chars": 6241, "bytes_utf8": 6241, "lines": 202, "estimated_tokens": 1723}, "response_metrics": {"chars": 368, "bytes_utf8": 368, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 21812, "cached_input_tokens": 21376, "output_tokens": 106}, "stderr_preview": "2026-05-04T09:09:24.615802Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:26.921028Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=children.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "children", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98f5840ef69f3cea2fafe1a60f58f7e9b82a67e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-5d20-7b91-a6d4-9609215dd4a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY support ASC, \\\"children\\\"\\nLIMIT 12;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"children\\\" and top_k set to 12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21813,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..21a58dd225041ff651b0fc4a65459a9b200108e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY support ASC, \"children\"\nLIMIT 12;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"children\" and top_k set to 12."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c71b9ca64bc63589c58b39088e9b970f684d8f00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:52.198684Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:54.516921Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:01.715310Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..002667a8e13340478204a41e6e01e2c1f611ec0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=children. +Result preview: [{"children": "1", "support": 3240}, {"children": "2", "support": 3240}, {"children": "3", "support": 3240}, {"children": "more", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff3275b66969fe584647968a25744a17a162b096 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_6948484cf31ceb8e +-- problem_id: v2p_c7_74cb7e40637fc696 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "children" +ORDER BY support ASC, "children" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de3cdac56c3eca1db46c4a63c1ea2d540e3851e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY support ASC, \"children\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY support ASC, \\\"children\\\"\\nLIMIT 12;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"1\", \"support\": 3240}, {\"children\": \"2\", \"support\": 3240}, {\"children\": \"3\", \"support\": 3240}, {\"children\": \"more\", \"support\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c4e1930b82063837387917d8c6c2ce745103cbfb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:08:51.950424+00:00", + "ended_at": "2026-05-04T09:09:02.791561+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6948484cf31ceb8e", + "problem_id": "v2p_c7_74cb7e40637fc696", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_6948484cf31ceb8e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6948484cf31ceb8e", + "api_calls": 0, + "input_tokens": 21813, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21926, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1724, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10796.33, + "sql_execution_elapsed_ms_total": 6.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_6948484cf31ceb8e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ccfed88199fbb2e7fb8d3956084c9da959a104b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6948484cf31ceb8e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:02.776567+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10796.33, "started_at": "2026-05-04T09:08:51.955211+00:00", "ended_at": "2026-05-04T09:09:02.751154+00:00", "prompt_metrics": {"chars": 6241, "bytes_utf8": 6241, "lines": 202, "estimated_tokens": 1724}, "response_metrics": {"chars": 318, "bytes_utf8": 318, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21813, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T09:08:52.198684Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:54.516921Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "health", + "entity_col": "health", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ccb53e5e4b2c4aca317040fe23e45ae3aecde3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-2274-7bb3-a2f3-0d5a343ef396"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"health\\\", COUNT(DISTINCT \\\"health\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\",\"notes\":\"Used the planned template exactly with group_col=\\\"health\\\" and entity_col=\\\"health\\\" as bound. Because the grouped column and distinct-counted column are the same, each non-null group will typically have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dd798365e82bd99517b2e461a07a3f30116d0c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"health\", COUNT(DISTINCT \"health\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY distinct_entities DESC\nLIMIT 14;","notes":"Used the planned template exactly with group_col=\"health\" and entity_col=\"health\" as bound. Because the grouped column and distinct-counted column are the same, each non-null group will typically have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c4731d295f6b0a55d970172a83864aa8c26d940 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:59.304777Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:01.698233Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:11.238222Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d2cbc9610f70016c79367c688ca3c9601a3593f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health. +Result preview: [{"health": "recommended", "distinct_entities": 1}, {"health": "priority", "distinct_entities": 1}, {"health": "not_recom", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e58b11330cde579eafe9927dd95f49ee3cbf7312 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_69c8e274ab8724c1 +-- problem_id: v2p_c7_552f2090700ce248 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(DISTINCT "health") AS distinct_entities +FROM "c7" +GROUP BY "health" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b329cbf4d78610d5b94b80c0c634a12833f5a2e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"health\", COUNT(DISTINCT \"health\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY distinct_entities DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"health\\\", COUNT(DISTINCT \\\"health\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 14;\", \"columns\": [\"health\", \"distinct_entities\"], \"rows\": [{\"health\": \"recommended\", \"distinct_entities\": 1}, {\"health\": \"priority\", \"distinct_entities\": 1}, {\"health\": \"not_recom\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ab9fd4d54dc9ef0e7779a46a7a265eaac35e365 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:12:59.117297+00:00", + "ended_at": "2026-05-04T09:13:12.039305+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_69c8e274ab8724c1", + "problem_id": "v2p_c7_552f2090700ce248", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "entity_col": "health", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_69c8e274ab8724c1.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_69c8e274ab8724c1", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 21986, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1840, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12885.87, + "sql_execution_elapsed_ms_total": 7.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_69c8e274ab8724c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc46753fc079eda18dfdd3a7a271d5df67289600 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_69c8e274ab8724c1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:13:12.023097+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12885.87, "started_at": "2026-05-04T09:12:59.120277+00:00", "ended_at": "2026-05-04T09:13:11.996338+00:00", "prompt_metrics": {"chars": 6361, "bytes_utf8": 6361, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 160}, "stderr_preview": "2026-05-04T09:12:59.304777Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:01.698233Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "children", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c13caeab111096a66ff037f2cf6654f338189786 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-a86c-7682-a23b-904853e6a396"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"children\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":21376,"output_tokens":113}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6e61e5631d2808d84a0a7d7996f8fe3612c6b6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"children\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY row_count DESC;","notes":"Applied the provided Grouped Count by Category template with group_col bound to \"children\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dd13f3c79c0087c6d321835410097c379226927 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:27.187962Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:29.554155Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:37.443308Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e70dc880646508b8069404e21b5d0b26a939ce9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children. +Result preview: [{"children": "more", "row_count": 3240}, {"children": "3", "row_count": 3240}, {"children": "2", "row_count": 3240}, {"children": "1", "row_count": 3240}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b25ae177742436bb50d2cc6cbd972b4bffdae37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_6a513298c53fd98d +-- problem_id: v2p_c7_80eb250cf149097a +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS row_count +FROM "c7" +GROUP BY "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd18bfd4ea1a511b0b6ae5ee619c1d9083deb935 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"children\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"children\", \"row_count\"], \"rows\": [{\"children\": \"more\", \"row_count\": 3240}, {\"children\": \"3\", \"row_count\": 3240}, {\"children\": \"2\", \"row_count\": 3240}, {\"children\": \"1\", \"row_count\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5da791255cba22bdbe4c9c778fc5c06aa7d3872c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:00:26.981071+00:00", + "ended_at": "2026-05-04T09:00:38.458223+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6a513298c53fd98d", + "problem_id": "v2p_c7_80eb250cf149097a", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_6a513298c53fd98d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6a513298c53fd98d", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 21376, + "output_tokens": 113, + "total_tokens": 21890, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1757, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11413.84, + "sql_execution_elapsed_ms_total": 13.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_6a513298c53fd98d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fad61622ddcac58184f3d13e79d7b3816c7602c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a513298c53fd98d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:38.427631+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11413.84, "started_at": "2026-05-04T09:00:26.984547+00:00", "ended_at": "2026-05-04T09:00:38.398449+00:00", "prompt_metrics": {"chars": 6162, "bytes_utf8": 6162, "lines": 202, "estimated_tokens": 1686}, "response_metrics": {"chars": 289, "bytes_utf8": 289, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21777, "cached_input_tokens": 21376, "output_tokens": 113}, "stderr_preview": "2026-05-04T09:00:27.187962Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:29.554155Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=parents, condition_col=parents.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "great_pret", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6f5612dddb7b6e18bc03e9ad3ac040db20fb8f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-7046-7b53-bcfa-341c247e72dd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"parents\\\",\\n SUM(CASE WHEN \\\"parents\\\" = 'great_pret' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"parents\\\" = 'pretentious' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"parents\\\"\\n)\\nSELECT \\\"parents\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the requested template with group_col=\\\"parents\\\" and condition_col=\\\"parents\\\" using positive_value='great_pret' and negative_value='pretentious'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22016,"cached_input_tokens":20864,"output_tokens":287}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abe4ac5f9bd93b9e9e631bd32240c01fcc0fd93f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"parents\",\n SUM(CASE WHEN \"parents\" = 'great_pret' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"parents\" = 'pretentious' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"parents\"\n)\nSELECT \"parents\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the requested template with group_col=\"parents\" and condition_col=\"parents\" using positive_value='great_pret' and negative_value='pretentious'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc4e36675b4f6b9d79dc3c304ffaf76b07734378 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:06.388227Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:08.842227Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:19.067243Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28dfa8f47c603b731ec28723a6e6989528be160f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=parents, condition_col=parents. +Result preview: [{"parents": "pretentious", "condition_ratio": 0.0}, {"parents": "great_pret", "condition_ratio": null}, {"parents": "usual", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b890887cc4893c65d4814d89bb01006fa076ce18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_6a9f2d4bd90af530 +-- problem_id: v2p_c7_157448f5caf59e61 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "parents", + SUM(CASE WHEN "parents" = 'great_pret' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "parents" = 'pretentious' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "parents" +) +SELECT "parents", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e392c745a45afda6a16d701fc5edb4f08c8a75a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"parents\",\n SUM(CASE WHEN \"parents\" = 'great_pret' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"parents\" = 'pretentious' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"parents\"\n)\nSELECT \"parents\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"parents\\\",\\n SUM(CASE WHEN \\\"parents\\\" = 'great_pret' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"parents\\\" = 'pretentious' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"parents\\\"\\n)\\nSELECT \\\"parents\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"parents\", \"condition_ratio\"], \"rows\": [{\"parents\": \"pretentious\", \"condition_ratio\": 0.0}, {\"parents\": \"great_pret\", \"condition_ratio\": null}, {\"parents\": \"usual\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a9273990d953fc5ccb6bf01f7ff8ea7553bf1dbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:47:06.141395+00:00", + "ended_at": "2026-05-04T08:47:19.626549+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6a9f2d4bd90af530", + "problem_id": "v2p_c7_157448f5caf59e61", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=parents, condition_col=parents.", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "great_pret", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_6a9f2d4bd90af530.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6a9f2d4bd90af530", + "api_calls": 0, + "input_tokens": 22016, + "cached_input_tokens": 20864, + "output_tokens": 287, + "total_tokens": 22303, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1925, + "estimated_output_tokens": 167, + "estimated_total_tokens": 2092, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13447.66, + "sql_execution_elapsed_ms_total": 7.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_6a9f2d4bd90af530\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca678ad1215310385973ea687d50d59c7cc35db9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6a9f2d4bd90af530/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:19.610276+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13447.66, "started_at": "2026-05-04T08:47:06.144337+00:00", "ended_at": "2026-05-04T08:47:19.591303+00:00", "prompt_metrics": {"chars": 7082, "bytes_utf8": 7082, "lines": 207, "estimated_tokens": 1925}, "response_metrics": {"chars": 657, "bytes_utf8": 657, "lines": 1, "estimated_tokens": 167}, "usage": {"input_tokens": 22016, "cached_input_tokens": 20864, "output_tokens": 287}, "stderr_preview": "2026-05-04T08:47:06.388227Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:08.842227Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "children", + "entity_col": "children", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..786b99889d6d2d027eed0c655fa31fc5f76dbb0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-34d0-7ce2-acdf-84594ec7199b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"children\\\" and entity_col=\\\"children\\\" on single table \\\"c7\\\" using SQLite-compatible syntax and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":110}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f88a162ad3edace798dc0170f89881f22cd865b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 15;","notes":"Applied the provided template exactly with group_col=\"children\" and entity_col=\"children\" on single table \"c7\" using SQLite-compatible syntax and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7753aadc9119a05b4f749b5750962a073063ef90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:58.493620Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:00.858587Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:08.244951Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f2f9fb3004e41387ddf5a05f758a2292710e791 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children. +Result preview: [{"children": "more", "distinct_entities": 1}, {"children": "3", "distinct_entities": 1}, {"children": "2", "distinct_entities": 1}, {"children": "1", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1dba31b5d9136141603dd6be5212db39e696078a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_6caca38b27f9a8d6 +-- problem_id: v2p_c7_5a3469515e263a24 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2946cce088bc0b545a078935938b95eedc929dae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 15;\", \"columns\": [\"children\", \"distinct_entities\"], \"rows\": [{\"children\": \"more\", \"distinct_entities\": 1}, {\"children\": \"3\", \"distinct_entities\": 1}, {\"children\": \"2\", \"distinct_entities\": 1}, {\"children\": \"1\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c404bd3641e531a84fa12a307cde33b426e24747 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:11:58.287036+00:00", + "ended_at": "2026-05-04T09:12:09.139874+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6caca38b27f9a8d6", + "problem_id": "v2p_c7_5a3469515e263a24", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "entity_col": "children", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_6caca38b27f9a8d6.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6caca38b27f9a8d6", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 110, + "total_tokens": 21936, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1826, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10790.64, + "sql_execution_elapsed_ms_total": 7.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_6caca38b27f9a8d6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4bd990e35636d9192055dce4099fd94f51e7ed6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6caca38b27f9a8d6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:09.123171+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10790.64, "started_at": "2026-05-04T09:11:58.290911+00:00", "ended_at": "2026-05-04T09:12:09.075280+00:00", "prompt_metrics": {"chars": 6368, "bytes_utf8": 6368, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 110}, "stderr_preview": "2026-05-04T09:11:58.493620Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:00.858587Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=health.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41a55754e37ac1d8c2d7f39c37116d7515444aa8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-d708-7e61-9a10-47b79c848d06"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"health\\\"\\nLIMIT 19;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=health, and top_k=19. Query is SQLite-compatible, single-table, and uses only quoted provided identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93b9bb89cbeb2f9983698d33ce6e9e15cf3bf1c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY support ASC, \"parents\", \"health\"\nLIMIT 19;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=health, and top_k=19. Query is SQLite-compatible, single-table, and uses only quoted provided identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b68779d3d7d29271adfc7f4dcbded2a9f000a2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:34.484643Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:36.861598Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:45.319967Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..21a9b004f945c663db040b11ce9ce03af1d4e3f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=health. +Result preview: [{"parents": "great_pret", "health": "not_recom", "support": 1440}, {"parents": "great_pret", "health": "priority", "support": 1440}, {"parents": "great_pret", "health": "recommended", "support": 1440}, {"parents": "pretentious", "health": "not_recom", "support": 1440}, {"parents": "pretentious", "health": "priority", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6bb4db82a2a8ce9b48281376b9ff3637e409523 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_6d7e0461e1535c32 +-- problem_id: v2p_c7_31caea30ff623c9c +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "health" +ORDER BY support ASC, "parents", "health" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6cc706c6a4537bb51a216aff8e01a914f52802b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY support ASC, \"parents\", \"health\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"health\\\"\\nLIMIT 19;\", \"columns\": [\"parents\", \"health\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"great_pret\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"great_pret\", \"health\": \"recommended\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"recommended\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"recommended\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b3e2f503f772a717630a62c6d1a4d4c80d4cb6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:11:34.287957+00:00", + "ended_at": "2026-05-04T09:11:46.230231+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6d7e0461e1535c32", + "problem_id": "v2p_c7_31caea30ff623c9c", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=health.", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_6d7e0461e1535c32.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6d7e0461e1535c32", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 130, + "total_tokens": 22009, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 114, + "estimated_total_tokens": 1904, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11903.15, + "sql_execution_elapsed_ms_total": 12.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_6d7e0461e1535c32\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1aeff71a87ef43835e6f48d70fbea86d0d723266 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6d7e0461e1535c32/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:46.210264+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11903.15, "started_at": "2026-05-04T09:11:34.291515+00:00", "ended_at": "2026-05-04T09:11:46.194784+00:00", "prompt_metrics": {"chars": 6417, "bytes_utf8": 6417, "lines": 204, "estimated_tokens": 1790}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 130}, "stderr_preview": "2026-05-04T09:11:34.484643Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:36.861598Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "class", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7320c2c9ccc17a6441dd265b4539f126758956f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-3d47-7ff0-8254-f43bbc99bc82"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 18;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"class\\\" and top_k set to 18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":21376,"output_tokens":99}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79ac0b1cb4ee6a14aefaea05c0b9c9a3aa35344e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 18;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"class\" and top_k set to 18."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e54cdf5e98bb15798592fae9ef9d5aa8f8aced9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:38.496132Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:40.774137Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:47.543934Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c507d6c4f9a58c26f987ea4d8760e7ffae46b220 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "recommend", "support": 2}, {"class": "very_recom", "support": 328}, {"class": "spec_prior", "support": 4044}, {"class": "priority", "support": 4266}, {"class": "not_recom", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f07876b5e54178d1db6bcd18b81c4fdbe301fa2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_6fa58ab76412f314 +-- problem_id: v2p_c7_acbd1fe68ce6329f +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c7" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..508b2b5a3d4c0c63191bca56607eefbfbeb6f090 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"class\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY support ASC, \"class\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY support ASC, \\\"class\\\"\\nLIMIT 18;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"recommend\", \"support\": 2}, {\"class\": \"very_recom\", \"support\": 328}, {\"class\": \"spec_prior\", \"support\": 4044}, {\"class\": \"priority\", \"support\": 4266}, {\"class\": \"not_recom\", \"support\": 4320}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c01972a73415630fdcc8580be4654489a2da1083 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:07:38.304058+00:00", + "ended_at": "2026-05-04T09:07:48.199879+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6fa58ab76412f314", + "problem_id": "v2p_c7_acbd1fe68ce6329f", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_6fa58ab76412f314.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6fa58ab76412f314", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 21376, + "output_tokens": 99, + "total_tokens": 21910, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9854.24, + "sql_execution_elapsed_ms_total": 7.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_6fa58ab76412f314\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..593baf022b88c714a7107a72f10985efd4aca454 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fa58ab76412f314/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:48.182866+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9854.24, "started_at": "2026-05-04T09:07:38.309928+00:00", "ended_at": "2026-05-04T09:07:48.164240+00:00", "prompt_metrics": {"chars": 6237, "bytes_utf8": 6237, "lines": 202, "estimated_tokens": 1722}, "response_metrics": {"chars": 303, "bytes_utf8": 303, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21811, "cached_input_tokens": 21376, "output_tokens": 99}, "stderr_preview": "2026-05-04T09:07:38.496132Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:40.774137Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=finance, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffb8a48476bedbf113c1368dbe769e1be0b8d570 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-e9fc-7e20-9f19-146a1faf6e20"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"finance\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"finance\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"housing\\\", group_col_2=\\\"finance\\\", target_col=\\\"class\\\", and target_value='priority'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21903,"cached_input_tokens":19840,"output_tokens":146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a7c6adbc55c7516659f0959da0e8db999aa1b47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"finance\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"housing\", \"finance\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"housing\", group_col_2=\"finance\", target_col=\"class\", and target_value='priority'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bea2149a3a50b4b7cc09df53d4a723b2756bf0cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:48:43.071899Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:48:45.356517Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:53.938863Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f6b3c5d5c455bd8766dd514851a195499cf0e74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=finance, target_col=class. +Result preview: [{"housing": "convenient", "finance": "convenient", "target_rate": 0.42592592592592593}, {"housing": "convenient", "finance": "inconv", "target_rate": 0.32314814814814813}, {"housing": "less_conv", "finance": "convenient", "target_rate": 0.32314814814814813}, {"housing": "less_conv", "finance": "inconv", "target_rate": 0.32314814814814813}, {"housing": "critical", "finance": "convenient", "target_rate": 0.2898148148148148}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..82f0533ad2df67e08194d2a5a78a4a39abe07d74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_6fb7f8bbcfb4f3ac +-- problem_id: v2p_c7_c385dc745176c906 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "finance", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "housing", "finance" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e7b836de126faf3cb6fb19bbc01c304fc637478 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"finance\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"housing\", \"finance\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"finance\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"finance\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"housing\", \"finance\", \"target_rate\"], \"rows\": [{\"housing\": \"convenient\", \"finance\": \"convenient\", \"target_rate\": 0.42592592592592593}, {\"housing\": \"convenient\", \"finance\": \"inconv\", \"target_rate\": 0.32314814814814813}, {\"housing\": \"less_conv\", \"finance\": \"convenient\", \"target_rate\": 0.32314814814814813}, {\"housing\": \"less_conv\", \"finance\": \"inconv\", \"target_rate\": 0.32314814814814813}, {\"housing\": \"critical\", \"finance\": \"convenient\", \"target_rate\": 0.2898148148148148}, {\"housing\": \"critical\", \"finance\": \"inconv\", \"target_rate\": 0.2898148148148148}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64fa104c939a4e895181ed9897e998ce61a2dc5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:48:42.821165+00:00", + "ended_at": "2026-05-04T08:48:56.767735+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_6fb7f8bbcfb4f3ac", + "problem_id": "v2p_c7_c385dc745176c906", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=finance, target_col=class.", + "bindings": { + "group_col": "housing", + "group_col_2": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_6fb7f8bbcfb4f3ac.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_6fb7f8bbcfb4f3ac", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 19840, + "output_tokens": 146, + "total_tokens": 22049, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13896.57, + "sql_execution_elapsed_ms_total": 16.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_6fb7f8bbcfb4f3ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..509f7c5768f616e5cc00d460011828cdf413da8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_6fb7f8bbcfb4f3ac/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:48:56.742554+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13896.57, "started_at": "2026-05-04T08:48:42.829941+00:00", "ended_at": "2026-05-04T08:48:56.727113+00:00", "prompt_metrics": {"chars": 6557, "bytes_utf8": 6557, "lines": 207, "estimated_tokens": 1812}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21903, "cached_input_tokens": 19840, "output_tokens": 146}, "stderr_preview": "2026-05-04T08:48:43.071899Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:48:45.356517Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "social", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..abd12c4a7b05ee12a42743fedae181055b24234c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-b55f-7cd1-9480-b0642d3ada73"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"social\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'critical'\\nGROUP BY \\\"social\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with group_col bound to \\\"social\\\" and predicate_col bound to \\\"has_nurs\\\" = 'critical'. SQLite-compatible, single-table SELECT only, with quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":20864,"output_tokens":115}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e37edad6becf75e690a29733281fc058b7b46f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"social\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"has_nurs\" = 'critical'\nGROUP BY \"social\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the required template with group_col bound to \"social\" and predicate_col bound to \"has_nurs\" = 'critical'. SQLite-compatible, single-table SELECT only, with quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e828bd5cdba297383e0564d761277861f6f258c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:13.902112Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:16.325633Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:23.515878Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1179a3db2c3ff75419e6292701025cdeb418b9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=social. +Result preview: [{"social": "slightly_prob", "support": 864}, {"social": "problematic", "support": 864}, {"social": "nonprob", "support": 864}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f429e54604f8c4b0b010d320a607b0257bffe13c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_71ba9880f5a83444 +-- problem_id: v2p_c7_803a0a14041369ef +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS support +FROM "c7" +WHERE "has_nurs" = 'critical' +GROUP BY "social" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5aaf341c1a4cb6a31fe17ddb9c6a103b6522e4ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"social\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"has_nurs\" = 'critical'\nGROUP BY \"social\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"social\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'critical'\\nGROUP BY \\\"social\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"social\", \"support\"], \"rows\": [{\"social\": \"slightly_prob\", \"support\": 864}, {\"social\": \"problematic\", \"support\": 864}, {\"social\": \"nonprob\", \"support\": 864}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a3dd797987f7e557452c19d2baed34dec08418c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:57:13.700763+00:00", + "ended_at": "2026-05-04T08:57:24.380608+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_71ba9880f5a83444", + "problem_id": "v2p_c7_803a0a14041369ef", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_71ba9880f5a83444.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_71ba9880f5a83444", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 21964, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10644.26, + "sql_execution_elapsed_ms_total": 4.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_71ba9880f5a83444\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5806d4f6d2bbe7fcd5c83dd8b1ab72502bc90d29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_71ba9880f5a83444/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:24.367180+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10644.26, "started_at": "2026-05-04T08:57:13.704777+00:00", "ended_at": "2026-05-04T08:57:24.348463+00:00", "prompt_metrics": {"chars": 6440, "bytes_utf8": 6440, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21849, "cached_input_tokens": 20864, "output_tokens": 115}, "stderr_preview": "2026-05-04T08:57:13.902112Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:16.325633Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=finance, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31d5650d7f443271317f73f49de524fdc9c5bcb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-36ce-7ae0-8f41-5e466897f941"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"finance\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"finance\\\", target_col=\\\"class\\\", target_value='priority', min_support=5, and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":20864,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa9760958320e0f4b6ff85dd23cf1dea412bf6b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"finance\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"finance\", target_col=\"class\", target_value='priority', min_support=5, and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdaab7e1f781091914d3d3778ae86781cd69df32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:14.703538Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:17.164512Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:25.052430Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d48ef37b6c9a874c16afb415282bcca56e944dee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=finance, target_col=class. +Result preview: [{"finance": "convenient", "support": 6480, "focus_rate": 0.34629629629629627}, {"finance": "inconv", "support": 6480, "focus_rate": 0.31203703703703706}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..49c72779165ca2c4c398651ec038e04fc899e164 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_724a3e89f9da569a +-- problem_id: v2p_c7_6bb0d29198bab552 +-- realization_mode: agent +-- source_kind: agent +SELECT + "finance", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "finance" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1a2d80150fa826694a8334470f59b2fd200ce6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"finance\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"finance\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"finance\", \"support\", \"focus_rate\"], \"rows\": [{\"finance\": \"convenient\", \"support\": 6480, \"focus_rate\": 0.34629629629629627}, {\"finance\": \"inconv\", \"support\": 6480, \"focus_rate\": 0.31203703703703706}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63035de038b538fa6ae35b8a4466a91d45846740 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:03:14.504438+00:00", + "ended_at": "2026-05-04T09:03:25.881216+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_724a3e89f9da569a", + "problem_id": "v2p_c7_6bb0d29198bab552", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=finance, target_col=class.", + "bindings": { + "group_col": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_724a3e89f9da569a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_724a3e89f9da569a", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 22060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11340.68, + "sql_execution_elapsed_ms_total": 8.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_724a3e89f9da569a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a5db1c0fe09d436b2ba32e768552278c857c623 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:25.865085+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11340.68, "started_at": "2026-05-04T09:03:14.508631+00:00", "ended_at": "2026-05-04T09:03:25.848079+00:00", "prompt_metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 145}, "stderr_preview": "2026-05-04T09:03:14.703538Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:17.164512Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"finance\\\", target_col=\\\"class\\\", target_value='priority', min_support=5, and top_k=11.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e972bf523d304375337083e69bdf6abc31760d4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_724a3e89f9da569a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_724a3e89f9da569a", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 22060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11340.68, + "sql_execution_elapsed_ms_total": 8.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_724a3e89f9da569a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b43254a438a8c6b9f2a57e265ca3465525571fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6524, "bytes_utf8": 6524, "lines": 207, "estimated_tokens": 1776}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21867, "cached_input_tokens": 20864, "output_tokens": 148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..90944a596331582025b955092b0afa99d38381a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_735a6d9fae3a0636", + "api_calls": 0, + "input_tokens": 21867, + "cached_input_tokens": 20864, + "output_tokens": 148, + "total_tokens": 22015, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1776, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1869, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11847.22, + "sql_execution_elapsed_ms_total": 6.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_735a6d9fae3a0636\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3391ed12177f006d81e17df4a634c0d5dffd4271 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:52:20.857736+00:00", + "ended_at": "2026-05-04T08:52:32.705288+00:00", + "elapsed_ms": 11847.22, + "prompt_metrics": { + "chars": 6524, + "bytes_utf8": 6524, + "lines": 207, + "estimated_tokens": 1776 + }, + "stdout_metrics": { + "chars": 701, + "bytes_utf8": 701, + "lines": 4, + "estimated_tokens": 196 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13237 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 21867, + "cached_input_tokens": 20864, + "output_tokens": 148 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0f145330ac19dbf193d6ab3008468f47fb35399 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=parents, condition_col=parents.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "pretentious", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c4b0314e845e6a96f25d982923575355f2f4420 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-3d69-7152-a768-3595a123345a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"parents\\\",\\n AVG(CASE WHEN \\\"parents\\\" = 'pretentious' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"parents\\\" and condition_col=\\\"parents\\\", using condition_value='pretentious'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21867,"cached_input_tokens":20864,"output_tokens":148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17f86ce148955168d05259cf5ed73df8578f2cd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"parents\",\n AVG(CASE WHEN \"parents\" = 'pretentious' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY condition_rate DESC;","notes":"Applied the Grouped Condition Rate template with group_col=\"parents\" and condition_col=\"parents\", using condition_value='pretentious'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34506b882e743ef1f8d7646cb75cf727194e8f95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:21.070316Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:23.525156Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:31.884210Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a05da79a2691c83799dca8a417e0cc54c95d0b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=parents, condition_col=parents. +Result preview: [{"parents": "pretentious", "condition_rate": 1.0}, {"parents": "usual", "condition_rate": 0.0}, {"parents": "great_pret", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a84e06f18bbf0c21d8f9565f0cd26be2149348d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_735a6d9fae3a0636 +-- problem_id: v2p_c7_8b01e4c6379add9f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", + AVG(CASE WHEN "parents" = 'pretentious' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "parents" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3702a94a02dd1edb05bf4b831d4f272cb7a365e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"parents\",\n AVG(CASE WHEN \"parents\" = 'pretentious' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"parents\\\",\\n AVG(CASE WHEN \\\"parents\\\" = 'pretentious' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"parents\", \"condition_rate\"], \"rows\": [{\"parents\": \"pretentious\", \"condition_rate\": 1.0}, {\"parents\": \"usual\", \"condition_rate\": 0.0}, {\"parents\": \"great_pret\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a0148dfd372bf2b2037bd435bdd5459c13992fe7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:52:20.853997+00:00", + "ended_at": "2026-05-04T08:52:32.735660+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_735a6d9fae3a0636", + "problem_id": "v2p_c7_8b01e4c6379add9f", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=parents, condition_col=parents.", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "pretentious", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_735a6d9fae3a0636.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_735a6d9fae3a0636", + "api_calls": 0, + "input_tokens": 21867, + "cached_input_tokens": 20864, + "output_tokens": 148, + "total_tokens": 22015, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1776, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1869, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11847.22, + "sql_execution_elapsed_ms_total": 6.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_735a6d9fae3a0636\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53a07b2c99ee073097ac71f1d22a3ed757be3060 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_735a6d9fae3a0636/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:32.721073+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11847.22, "started_at": "2026-05-04T08:52:20.857736+00:00", "ended_at": "2026-05-04T08:52:32.705288+00:00", "prompt_metrics": {"chars": 6524, "bytes_utf8": 6524, "lines": 207, "estimated_tokens": 1776}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21867, "cached_input_tokens": 20864, "output_tokens": 148}, "stderr_preview": "2026-05-04T08:52:21.070316Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:23.525156Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21528e90beffda054b04dc21ee4ae8c50ef5ada2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-885d-7873-b2a2-256aff42d4e4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='recommend', min_support=4, and top_k=19. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":19840,"output_tokens":152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91787edfd68f05071813339ab34db436de7d8b71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Used the required Tail Target-Rate Extremes template with group_col=\"children\", target_col=\"class\", target_value='recommend', min_support=4, and top_k=19. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..616cba25a89a8649c92e84d5f0b4d3ea8f86946c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:30.050131Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:32.383790Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:40.162900Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b90de33951c6cf94fd0e10831445ceab499e5a50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class. +Result preview: [{"children": "1", "support": 3240, "focus_rate": 0.0006172839506172839}, {"children": "2", "support": 3240, "focus_rate": 0.0}, {"children": "3", "support": 3240, "focus_rate": 0.0}, {"children": "more", "support": 3240, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e7fb4fba88b6c23a82508b262c095af12c9aecc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_73f783358e0cd083 +-- problem_id: v2p_c7_8f95f6d2d89cead3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d3577abf9fec3855b8c8709f69a753f7a4db0e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"children\", \"support\", \"focus_rate\"], \"rows\": [{\"children\": \"1\", \"support\": 3240, \"focus_rate\": 0.0006172839506172839}, {\"children\": \"2\", \"support\": 3240, \"focus_rate\": 0.0}, {\"children\": \"3\", \"support\": 3240, \"focus_rate\": 0.0}, {\"children\": \"more\", \"support\": 3240, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..38e760a0a6f753125262163fa48fb3e9a25bff8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:02:29.834049+00:00", + "ended_at": "2026-05-04T09:02:42.021927+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_73f783358e0cd083", + "problem_id": "v2p_c7_8f95f6d2d89cead3", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class.", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_73f783358e0cd083.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_73f783358e0cd083", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 136, + "estimated_total_tokens": 1962, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12068.75, + "sql_execution_elapsed_ms_total": 8.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_73f783358e0cd083\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a977e5880051375acdcc7a46f2292f3cb4e375a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:41.927906+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12068.75, "started_at": "2026-05-04T09:02:29.837833+00:00", "ended_at": "2026-05-04T09:02:41.906256+00:00", "prompt_metrics": {"chars": 6591, "bytes_utf8": 6591, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 21915, "cached_input_tokens": 19840, "output_tokens": 152}, "stderr_preview": "2026-05-04T09:02:30.050131Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:32.383790Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='recommend', min_support=4, and top_k=19. SQLite-compatible and single-table only.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6965e54341ab8cf6bb0e0f6fd2156f379d532d7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_73f783358e0cd083/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_73f783358e0cd083", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 136, + "estimated_total_tokens": 1962, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12068.75, + "sql_execution_elapsed_ms_total": 8.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_73f783358e0cd083\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8cc127cd42f17bd0977d66ce0f13057d017162e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "not_recom", "support": 4320, "support_share": 0.3333333333333333, "cumulative_support": 4320}, {"value_label": "priority", "support": 4266, "support_share": 0.32916666666666666, "cumulative_support": 8586}, {"value_label": "spec_prior", "support": 4044, "support_share": 0.31203703703703706, "cumulative_support": 12630}, {"value_label": "very_recom", "support": 328, "support_share": 0.025308641975308643, "cumulative_support": 12958}, {"value_label": "recommend", "support": 2, "support_share": 0.00015432098765432098, "cumulative_support": 12960}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0e4231a1f093ff909232442d2eaeeaf48dc4b11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_75c675244e61d9d3 +-- problem_id: v2p_c7_8b41aa0ff11ba989 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "class" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a7aab7f5b1ef965f7c32125cd6c6eae9d8369ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_d\n-- sql_source_dataset_id: c7\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c7_75c675244e61d9d3\n-- problem_id: v2p_c7_8b41aa0ff11ba989\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"class\" AS value_label, COUNT(*) AS support\n FROM \"c7\"\n GROUP BY \"class\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_d\\n-- sql_source_dataset_id: c7\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c7_75c675244e61d9d3\\n-- problem_id: v2p_c7_8b41aa0ff11ba989\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"class\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c7\\\"\\n GROUP BY \\\"class\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"not_recom\", \"support\": 4320, \"support_share\": 0.3333333333333333, \"cumulative_support\": 4320}, {\"value_label\": \"priority\", \"support\": 4266, \"support_share\": 0.32916666666666666, \"cumulative_support\": 8586}, {\"value_label\": \"spec_prior\", \"support\": 4044, \"support_share\": 0.31203703703703706, \"cumulative_support\": 12630}, {\"value_label\": \"very_recom\", \"support\": 328, \"support_share\": 0.025308641975308643, \"cumulative_support\": 12958}, {\"value_label\": \"recommend\", \"support\": 2, \"support_share\": 0.00015432098765432098, \"cumulative_support\": 12960}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..91bd01c6c266fe785e1c03d45b604b1f49636439 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:18:12.263037+00:00", + "ended_at": "2026-05-04T09:18:12.274214+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_75c675244e61d9d3", + "problem_id": "v2p_c7_8b41aa0ff11ba989", + "dataset_id": "c7", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=class.", + "bindings": { + "group_col": "class" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_75c675244e61d9d3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_75c675244e61d9d3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc185f2f52e0f515324c63972caf8517dbe66ede --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6551, "bytes_utf8": 6551, "lines": 207, "estimated_tokens": 1812}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21903, "cached_input_tokens": 21376, "output_tokens": 146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c68e42f6c530a234d4cd8aa881b595053ad287b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_765229354b7d1332", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 21376, + "output_tokens": 146, + "total_tokens": 22049, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1935, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10897.56, + "sql_execution_elapsed_ms_total": 19.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_765229354b7d1332\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2ef10a57d0aa88825996c10cee50370b354011ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:51:32.687023+00:00", + "ended_at": "2026-05-04T08:51:43.584482+00:00", + "elapsed_ms": 10897.56, + "prompt_metrics": { + "chars": 6551, + "bytes_utf8": 6551, + "lines": 207, + "estimated_tokens": 1812 + }, + "stdout_metrics": { + "chars": 803, + "bytes_utf8": 803, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 478, + "bytes_utf8": 478, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 21903, + "cached_input_tokens": 21376, + "output_tokens": 146 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26f3cdfe4b7af4c03634c2192f1d9962e513c78c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=finance, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "finance", + "group_col_2": "class", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8316abc1ebcd5e766b387a4c46c894a2a22ccd51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-814f-7560-ac89-ff25e6952d58"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=finance, group_col_2=class, target_col=class, and target_value='spec_prior'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21903,"cached_input_tokens":21376,"output_tokens":146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f194545171f825ff9bbf3954deb9ea5efdc61519 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"class\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"finance\", \"class\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=finance, group_col_2=class, target_col=class, and target_value='spec_prior'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b22c0f0f86e0e82fafd9670b1722909dcce58c69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:32.880539Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:35.294455Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:42.862067Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffbda233f362b668942450643d95741055b44e42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=finance, group_col_2=class, target_col=class. +Result preview: [{"finance": "convenient", "class": "spec_prior", "target_rate": 1.0}, {"finance": "inconv", "class": "spec_prior", "target_rate": 1.0}, {"finance": "convenient", "class": "not_recom", "target_rate": 0.0}, {"finance": "convenient", "class": "priority", "target_rate": 0.0}, {"finance": "convenient", "class": "recommend", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..149bfec3f9bb774a9def0f42503ba2cc19ae97bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_765229354b7d1332 +-- problem_id: v2p_c7_292c1b07cd24c202 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "class", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8569332ed813dfeff8115e3385002c607fc22077 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"class\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"finance\", \"class\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"finance\", \"class\", \"target_rate\"], \"rows\": [{\"finance\": \"convenient\", \"class\": \"spec_prior\", \"target_rate\": 1.0}, {\"finance\": \"inconv\", \"class\": \"spec_prior\", \"target_rate\": 1.0}, {\"finance\": \"convenient\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"finance\": \"convenient\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"finance\": \"convenient\", \"class\": \"recommend\", \"target_rate\": 0.0}, {\"finance\": \"convenient\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"finance\": \"inconv\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"finance\": \"inconv\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"finance\": \"inconv\", \"class\": \"very_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..befee408955d4af77852fc5dfe4f568d960e90cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:51:32.683660+00:00", + "ended_at": "2026-05-04T08:51:43.631634+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_765229354b7d1332", + "problem_id": "v2p_c7_292c1b07cd24c202", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=finance, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "finance", + "group_col_2": "class", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_765229354b7d1332.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_765229354b7d1332", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 21376, + "output_tokens": 146, + "total_tokens": 22049, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1935, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10897.56, + "sql_execution_elapsed_ms_total": 19.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_765229354b7d1332\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2dcc2827fcb4c5e53eac37e253826f41b74d4239 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_765229354b7d1332/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:43.603634+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10897.56, "started_at": "2026-05-04T08:51:32.687023+00:00", "ended_at": "2026-05-04T08:51:43.584482+00:00", "prompt_metrics": {"chars": 6551, "bytes_utf8": 6551, "lines": 207, "estimated_tokens": 1812}, "response_metrics": {"chars": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21903, "cached_input_tokens": 21376, "output_tokens": 146}, "stderr_preview": "2026-05-04T08:51:32.880539Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:35.294455Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "social", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "entity_col": "social", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d82945a56342abca6c530ddea8b643db217171de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-3ddd-76e0-b3a9-4dccba4c35e7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'improper'\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided template with group_col=\\\"social\\\", entity_col=\\\"social\\\", and filter \\\"has_nurs\\\" = 'improper' on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21882,"cached_input_tokens":20864,"output_tokens":182}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e98a4652fa2f901647b8f5551f4c938ed03428d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nWHERE \"has_nurs\" = 'improper'\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 17;","notes":"Applied the provided template with group_col=\"social\", entity_col=\"social\", and filter \"has_nurs\" = 'improper' on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca7c4c41519934565cedc8010b41103f8ba7800c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:11.868390Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:14.318700Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:22.726662Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2863b10f575c117c4d269a372f4ad9edb4b021be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social. +Result preview: [{"social": "slightly_prob", "distinct_entities": 1}, {"social": "problematic", "distinct_entities": 1}, {"social": "nonprob", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cbad7610186dd7523d3d1fa582b44ad36134844 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_767981fbdd27a347 +-- problem_id: v2p_c7_2fc29fca612c692b +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +WHERE "has_nurs" = 'improper' +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e84b3732895765848b376dd9e9fd1b9b500cdb99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nWHERE \"has_nurs\" = 'improper'\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'improper'\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\", \"columns\": [\"social\", \"distinct_entities\"], \"rows\": [{\"social\": \"slightly_prob\", \"distinct_entities\": 1}, {\"social\": \"problematic\", \"distinct_entities\": 1}, {\"social\": \"nonprob\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.88}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b40a6f0ae26feb1fecb68ecf21b48b9c15f9ea0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:14:11.657282+00:00", + "ended_at": "2026-05-04T09:14:23.607204+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_767981fbdd27a347", + "problem_id": "v2p_c7_2fc29fca612c692b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "entity_col": "social", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_767981fbdd27a347.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_767981fbdd27a347", + "api_calls": 0, + "input_tokens": 21882, + "cached_input_tokens": 20864, + "output_tokens": 182, + "total_tokens": 22064, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1793, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11905.83, + "sql_execution_elapsed_ms_total": 6.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_767981fbdd27a347\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0978feb59de2190df55687a20df54bc5e42b6e9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_767981fbdd27a347/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:23.588418+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11905.83, "started_at": "2026-05-04T09:14:11.660989+00:00", "ended_at": "2026-05-04T09:14:23.566442+00:00", "prompt_metrics": {"chars": 6580, "bytes_utf8": 6580, "lines": 208, "estimated_tokens": 1793}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21882, "cached_input_tokens": 20864, "output_tokens": 182}, "stderr_preview": "2026-05-04T09:14:11.868390Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:14.318700Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=housing, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "housing", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14950d6d1482695df88323ecc18e7b5fe5c5bf3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-e548-70f0-a25a-18bf1cf1038a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"housing\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=4, and top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":21376,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37996b2df32a830cf44be6589255ea7170f6d643 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Applied the planned Tail Target-Rate Extremes template with group_col=\"housing\", target_col=\"class\", target_value='not_recom', min_support=4, and top_k=15."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb8ba840250c15090bc017303ed72a94d3d18419 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:53.841261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:56.377776Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:13.777339Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e262f14845e434abec88fe5b68f4795e1cb2979 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=housing, target_col=class. +Result preview: [{"housing": "convenient", "support": 4320, "focus_rate": 0.3333333333333333}, {"housing": "critical", "support": 4320, "focus_rate": 0.3333333333333333}, {"housing": "less_conv", "support": 4320, "focus_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdffb34bb2ca41ce5dda3286b5c98270aff6ee6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_77a38b6e8432d97a +-- problem_id: v2p_c7_42f43597457960c7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "housing" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a11e6a70fe3212ee6cbba10325dc8b0555021700 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"housing\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"housing\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"housing\", \"support\", \"focus_rate\"], \"rows\": [{\"housing\": \"convenient\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"housing\": \"critical\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}, {\"housing\": \"less_conv\", \"support\": 4320, \"focus_rate\": 0.3333333333333333}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee4b9240a2c4bbc82baa8b338943c99786e03bcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:02:53.578537+00:00", + "ended_at": "2026-05-04T09:03:14.501582+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_77a38b6e8432d97a", + "problem_id": "v2p_c7_42f43597457960c7", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=housing, target_col=class.", + "bindings": { + "group_col": "housing", + "target_col": "class", + "target_value": "not_recom", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_77a38b6e8432d97a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_77a38b6e8432d97a", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 21376, + "output_tokens": 169, + "total_tokens": 22086, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20839.19, + "sql_execution_elapsed_ms_total": 25.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_77a38b6e8432d97a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d377509f453885fd5580a079c3c69f9695885029 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:14.464249+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20839.19, "started_at": "2026-05-04T09:02:53.581973+00:00", "ended_at": "2026-05-04T09:03:14.414880+00:00", "prompt_metrics": {"chars": 6591, "bytes_utf8": 6591, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21917, "cached_input_tokens": 21376, "output_tokens": 169}, "stderr_preview": "2026-05-04T09:02:53.841261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:56.377776Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Applied the planned Tail Target-Rate Extremes template with group_col=\\\"housing\\\", target_col=\\\"class\\\", target_value='not_recom', min_support=4, and top_k=15.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2f977ce734277663cf54cd96d7d5b86858e1b0ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_77a38b6e8432d97a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_77a38b6e8432d97a", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 21376, + "output_tokens": 169, + "total_tokens": 22086, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20839.19, + "sql_execution_elapsed_ms_total": 25.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_77a38b6e8432d97a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e1374382ad7f915843f49a6df0c11de6b5c24d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6539, "bytes_utf8": 6539, "lines": 207, "estimated_tokens": 1811}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21902, "cached_input_tokens": 21376, "output_tokens": 132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02c324dc8ad6fdd403f212c2c15b17f5c63d755a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_7a95c2d9ddee9a2e", + "api_calls": 0, + "input_tokens": 21902, + "cached_input_tokens": 21376, + "output_tokens": 132, + "total_tokens": 22034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1811, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15752.48, + "sql_execution_elapsed_ms_total": 17.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_7a95c2d9ddee9a2e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..930dc1ecd5d4a46723740cef8ad6448ebb48eb6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:50:00.697890+00:00", + "ended_at": "2026-05-04T08:50:16.450820+00:00", + "elapsed_ms": 15752.48, + "prompt_metrics": { + "chars": 6539, + "bytes_utf8": 6539, + "lines": 207, + "estimated_tokens": 1811 + }, + "stdout_metrics": { + "chars": 801, + "bytes_utf8": 801, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13226 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 464, + "bytes_utf8": 464, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 21902, + "cached_input_tokens": 21376, + "output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..653326a1e826698361fe885d3b709f531832b92d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbd2ab5af773a71b8a626ee7f1888ca58a47c489 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-1a29-7550-872f-79aeca0340fd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"housing\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", and target_value='recommend'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21902,"cached_input_tokens":21376,"output_tokens":132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e6386e59acbcde8641266f21e778f376fad8003 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"class\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"class\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"housing\", group_col_2=\"class\", target_col=\"class\", and target_value='recommend'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3b4e538207b60c53211561ecd437c9cbdd3ff05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:00.948828Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:03.354694Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:15.699149Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..70a579b073d4f1f6b48a87078b8760ec8b4ebeee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=class, target_col=class. +Result preview: [{"housing": "convenient", "class": "recommend", "target_rate": 1.0}, {"housing": "convenient", "class": "not_recom", "target_rate": 0.0}, {"housing": "convenient", "class": "priority", "target_rate": 0.0}, {"housing": "convenient", "class": "spec_prior", "target_rate": 0.0}, {"housing": "convenient", "class": "very_recom", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1c29481d5c8e0c27ad473ec614be78f3b66d961 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_7a95c2d9ddee9a2e +-- problem_id: v2p_c7_e26896b46f76c4d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "class", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "housing", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e05ed3f7decc50a24712cb36bda84852a7a95b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"class\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"class\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"housing\", \"class\", \"target_rate\"], \"rows\": [{\"housing\": \"convenient\", \"class\": \"recommend\", \"target_rate\": 1.0}, {\"housing\": \"convenient\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"convenient\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"housing\": \"convenient\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"housing\": \"convenient\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"class\": \"very_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3edb648cba7ad89aecc1af4285c13208a3b0880 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:50:00.694288+00:00", + "ended_at": "2026-05-04T08:50:16.488502+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_7a95c2d9ddee9a2e", + "problem_id": "v2p_c7_e26896b46f76c4d9", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "housing", + "group_col_2": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_7a95c2d9ddee9a2e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_7a95c2d9ddee9a2e", + "api_calls": 0, + "input_tokens": 21902, + "cached_input_tokens": 21376, + "output_tokens": 132, + "total_tokens": 22034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1811, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15752.48, + "sql_execution_elapsed_ms_total": 17.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_7a95c2d9ddee9a2e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a193a7b573a20cfd67fb3b176b2314c27777ae5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7a95c2d9ddee9a2e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:16.468133+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15752.48, "started_at": "2026-05-04T08:50:00.697890+00:00", "ended_at": "2026-05-04T08:50:16.450820+00:00", "prompt_metrics": {"chars": 6539, "bytes_utf8": 6539, "lines": 207, "estimated_tokens": 1811}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21902, "cached_input_tokens": 21376, "output_tokens": 132}, "stderr_preview": "2026-05-04T08:50:00.948828Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:03.354694Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=social, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9407fbaeb7129cc01765dffb92faca3680eca63e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-4db6-7d32-a2f0-d2d9056d7cf7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"housing\\\", group_col_2=\\\"social\\\", target_col=\\\"class\\\", and target_value='spec_prior'. Query is SQLite-compatible and uses only the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21903,"cached_input_tokens":21376,"output_tokens":141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..163da77743baefee1b435a7a3c0e76d221eae070 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"social\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"social\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"housing\", group_col_2=\"social\", target_col=\"class\", and target_value='spec_prior'. Query is SQLite-compatible and uses only the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cdc4f9e96dad03cf4f71e10c09762f2982b3004 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:08.628067Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:10.973387Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:18.722758Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..399dbe677c663a778cb3aee05b31bb3ffff7efe0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=social, target_col=class. +Result preview: [{"housing": "critical", "social": "problematic", "target_rate": 0.43333333333333335}, {"housing": "less_conv", "social": "problematic", "target_rate": 0.3888888888888889}, {"housing": "critical", "social": "nonprob", "target_rate": 0.3416666666666667}, {"housing": "critical", "social": "slightly_prob", "target_rate": 0.3416666666666667}, {"housing": "convenient", "social": "problematic", "target_rate": 0.3194444444444444}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..09e6e88f8b90f8ebf6b9778e482fa3cb106ce038 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_7dcb5c27421e49a2 +-- problem_id: v2p_c7_89c1bb79d433b261 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "social", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "housing", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59ae0f88d451929557b432e2199746dc4b5a8aa1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"social\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"social\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"housing\", \"social\", \"target_rate\"], \"rows\": [{\"housing\": \"critical\", \"social\": \"problematic\", \"target_rate\": 0.43333333333333335}, {\"housing\": \"less_conv\", \"social\": \"problematic\", \"target_rate\": 0.3888888888888889}, {\"housing\": \"critical\", \"social\": \"nonprob\", \"target_rate\": 0.3416666666666667}, {\"housing\": \"critical\", \"social\": \"slightly_prob\", \"target_rate\": 0.3416666666666667}, {\"housing\": \"convenient\", \"social\": \"problematic\", \"target_rate\": 0.3194444444444444}, {\"housing\": \"less_conv\", \"social\": \"nonprob\", \"target_rate\": 0.2861111111111111}, {\"housing\": \"less_conv\", \"social\": \"slightly_prob\", \"target_rate\": 0.2861111111111111}, {\"housing\": \"convenient\", \"social\": \"nonprob\", \"target_rate\": 0.20555555555555555}, {\"housing\": \"convenient\", \"social\": \"slightly_prob\", \"target_rate\": 0.20555555555555555}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..48987695ed985d58b45f19eefe8978c76661d030 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:49:08.395995+00:00", + "ended_at": "2026-05-04T08:49:19.595115+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_7dcb5c27421e49a2", + "problem_id": "v2p_c7_89c1bb79d433b261", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=social, target_col=class.", + "bindings": { + "group_col": "housing", + "group_col_2": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_7dcb5c27421e49a2.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_7dcb5c27421e49a2", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 21376, + "output_tokens": 141, + "total_tokens": 22044, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 125, + "estimated_total_tokens": 1937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11146.4, + "sql_execution_elapsed_ms_total": 19.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_7dcb5c27421e49a2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78e0a6df0887cc28e6f9b57de7619c316d9e9548 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_7dcb5c27421e49a2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:19.562954+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11146.4, "started_at": "2026-05-04T08:49:08.399500+00:00", "ended_at": "2026-05-04T08:49:19.545816+00:00", "prompt_metrics": {"chars": 6542, "bytes_utf8": 6542, "lines": 207, "estimated_tokens": 1812}, "response_metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 21903, "cached_input_tokens": 21376, "output_tokens": 141}, "stderr_preview": "2026-05-04T08:49:08.628067Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:10.973387Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..010ab6d75dd2c7e0a39ea89c4a3f3e10514eeff8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-19d2-73d0-a034-3ebb78ce3833"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the planned Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=4, and top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":21376,"output_tokens":176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee11c4b355993d8b4d306ff791df01ec1f7e0c76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Used the planned Tail Target-Rate Extremes template with group_col=\"children\", target_col=\"class\", target_value='very_recom', min_support=4, and top_k=18."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca65da8e7510a57ab0c8facb0dff9f875d3fdf39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:23.921142Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:26.276027Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:34.446997Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d1420e70273d6a0cad372b3e7c7dda1bf98820e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class. +Result preview: [{"children": "1", "support": 3240, "focus_rate": 0.04567901234567901}, {"children": "2", "support": 3240, "focus_rate": 0.030864197530864196}, {"children": "3", "support": 3240, "focus_rate": 0.012345679012345678}, {"children": "more", "support": 3240, "focus_rate": 0.012345679012345678}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..003aedd1d6ce6c1fd4e4db7f2373eab8d3bcf793 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_826cd85fdc19eeef +-- problem_id: v2p_c7_b319308db80b0900 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd41128cfe5cbd47504a56555821b8af0ef69220 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"children\", \"support\", \"focus_rate\"], \"rows\": [{\"children\": \"1\", \"support\": 3240, \"focus_rate\": 0.04567901234567901}, {\"children\": \"2\", \"support\": 3240, \"focus_rate\": 0.030864197530864196}, {\"children\": \"3\", \"support\": 3240, \"focus_rate\": 0.012345679012345678}, {\"children\": \"more\", \"support\": 3240, \"focus_rate\": 0.012345679012345678}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3aab615f8d11762e28254e07ac628fb22159d12a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:06:23.650594+00:00", + "ended_at": "2026-05-04T09:06:35.202121+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_826cd85fdc19eeef", + "problem_id": "v2p_c7_b319308db80b0900", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class.", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_826cd85fdc19eeef.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_826cd85fdc19eeef", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 21376, + "output_tokens": 176, + "total_tokens": 22093, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11496.92, + "sql_execution_elapsed_ms_total": 10.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_826cd85fdc19eeef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b1163f07c22198831e93f3157f4310e6228ad6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:35.180831+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11496.92, "started_at": "2026-05-04T09:06:23.653447+00:00", "ended_at": "2026-05-04T09:06:35.152290+00:00", "prompt_metrics": {"chars": 6594, "bytes_utf8": 6594, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21917, "cached_input_tokens": 21376, "output_tokens": 176}, "stderr_preview": "2026-05-04T09:06:23.921142Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:26.276027Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the planned Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=4, and top_k=18.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e3a02893bed194ad43bb4881c76031be47f957f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_826cd85fdc19eeef/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_826cd85fdc19eeef", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 21376, + "output_tokens": 176, + "total_tokens": 22093, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11496.92, + "sql_execution_elapsed_ms_total": 10.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_826cd85fdc19eeef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b550cdae32efce410d3f2563f66fc489c90a53d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6444, "bytes_utf8": 6444, "lines": 206, "estimated_tokens": 1762}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21851, "cached_input_tokens": 20864, "output_tokens": 126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..87cab92eb4a7a0b21f9b0342904e07aed68e69c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_844c3a23e95ab227", + "api_calls": 0, + "input_tokens": 21851, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 21977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1762, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1872, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13665.06, + "sql_execution_elapsed_ms_total": 5.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_844c3a23e95ab227\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1fc8b0b3813eb1800dfc30b49f5dc0fbc99767e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:56:48.375238+00:00", + "ended_at": "2026-05-04T08:57:02.040648+00:00", + "elapsed_ms": 13665.06, + "prompt_metrics": { + "chars": 6444, + "bytes_utf8": 6444, + "lines": 206, + "estimated_tokens": 1762 + }, + "stdout_metrics": { + "chars": 783, + "bytes_utf8": 783, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 453, + "bytes_utf8": 453, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 21851, + "cached_input_tokens": 20864, + "output_tokens": 126 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae439bb9fae2d7a6c5419e1bee639fd34b649b88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "finance", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b57ddc0c6c83c08ae9ec51d826d0bef1d86e24ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-529c-7971-8d86-e07b7112e655"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"finance\\\", predicate_col=\\\"parents\\\", predicate_op=\\\"=\\\", predicate_value='great_pret', and top_k=15. SQLite-compatible single-table SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21851,"cached_input_tokens":20864,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c4c42c4c7e13c51d6037a7f04316a07f8db5d70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"finance\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"finance\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"finance\", predicate_col=\"parents\", predicate_op=\"=\", predicate_value='great_pret', and top_k=15. SQLite-compatible single-table SELECT only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33a44e0f2e60b15f2b3c80a079f695e9988a1e00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:48.618874Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:51.047530Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:01.317754Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99f0944139b1b3cfeac07942979e3bb551928777 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=finance. +Result preview: [{"finance": "inconv", "support": 2160}, {"finance": "convenient", "support": 2160}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..431b8930066368dcf4f9d3fa3f0424be7d75e6b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_844c3a23e95ab227 +-- problem_id: v2p_c7_96ce5de85eb53e5c +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(*) AS support +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "finance" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d3bfb4f45bd8badd464dc19a809fa96f70345b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"finance\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"finance\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"finance\", \"support\"], \"rows\": [{\"finance\": \"inconv\", \"support\": 2160}, {\"finance\": \"convenient\", \"support\": 2160}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..122c100bbb4328714c63d9718e5f8035358e3986 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:56:48.371303+00:00", + "ended_at": "2026-05-04T08:57:02.085517+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_844c3a23e95ab227", + "problem_id": "v2p_c7_96ce5de85eb53e5c", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_844c3a23e95ab227.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_844c3a23e95ab227", + "api_calls": 0, + "input_tokens": 21851, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 21977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1762, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1872, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13665.06, + "sql_execution_elapsed_ms_total": 5.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_844c3a23e95ab227\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1bbd532bc82e27c5029f2101bfa8750645686c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_844c3a23e95ab227/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:02.058460+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13665.06, "started_at": "2026-05-04T08:56:48.375238+00:00", "ended_at": "2026-05-04T08:57:02.040648+00:00", "prompt_metrics": {"chars": 6444, "bytes_utf8": 6444, "lines": 206, "estimated_tokens": 1762}, "response_metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21851, "cached_input_tokens": 20864, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:56:48.618874Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:51.047530Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=housing.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "more", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b98fbc8ea2a796e1a9ea6adc5ab7ddf3a240b22e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-fd0b-7aa0-999d-88c260c74765"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"housing\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = 'more'\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Uses the planned filtered two-dimensional group count template with group_col=\\\"parents\\\", group_col_2=\\\"housing\\\", and predicate \\\"children\\\" = 'more'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21893,"cached_input_tokens":19840,"output_tokens":148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc0710a5ff4e4668208b642037949da16f8d712d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"housing\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"children\" = 'more'\nGROUP BY \"parents\", \"housing\"\nORDER BY row_count DESC;","notes":"Uses the planned filtered two-dimensional group count template with group_col=\"parents\", group_col_2=\"housing\", and predicate \"children\" = 'more'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11a82369297a808d2d74d4132877ddf2c034c7b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:25.818790Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:28.292580Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:38.445901Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..017f2ac2f6598a9e8d0c0ccacfdb2d2209c0b2f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=housing. +Result preview: [{"parents": "great_pret", "housing": "convenient", "row_count": 360}, {"parents": "great_pret", "housing": "critical", "row_count": 360}, {"parents": "great_pret", "housing": "less_conv", "row_count": 360}, {"parents": "pretentious", "housing": "convenient", "row_count": 360}, {"parents": "pretentious", "housing": "critical", "row_count": 360}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7060a5b6477ff676514bf9a7834ebd2113062f39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_860328336a655341 +-- problem_id: v2p_c7_5601b2e5d4269683 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "housing", COUNT(*) AS row_count +FROM "c7" +WHERE "children" = 'more' +GROUP BY "parents", "housing" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9904aad24c4acab1454711f71358e18b0041461d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"housing\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"children\" = 'more'\nGROUP BY \"parents\", \"housing\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"housing\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = 'more'\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"housing\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"housing\": \"convenient\", \"row_count\": 360}, {\"parents\": \"great_pret\", \"housing\": \"critical\", \"row_count\": 360}, {\"parents\": \"great_pret\", \"housing\": \"less_conv\", \"row_count\": 360}, {\"parents\": \"pretentious\", \"housing\": \"convenient\", \"row_count\": 360}, {\"parents\": \"pretentious\", \"housing\": \"critical\", \"row_count\": 360}, {\"parents\": \"pretentious\", \"housing\": \"less_conv\", \"row_count\": 360}, {\"parents\": \"usual\", \"housing\": \"convenient\", \"row_count\": 360}, {\"parents\": \"usual\", \"housing\": \"critical\", \"row_count\": 360}, {\"parents\": \"usual\", \"housing\": \"less_conv\", \"row_count\": 360}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..63ac232dd7110689e6509f23d82a4b40f99e7008 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:44:25.556280+00:00", + "ended_at": "2026-05-04T08:44:39.277762+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_860328336a655341", + "problem_id": "v2p_c7_5601b2e5d4269683", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=housing.", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "more", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_860328336a655341.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_860328336a655341", + "api_calls": 0, + "input_tokens": 21893, + "cached_input_tokens": 19840, + "output_tokens": 148, + "total_tokens": 22041, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1802, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13687.19, + "sql_execution_elapsed_ms_total": 6.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_860328336a655341\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b685f33207ff658e6e2e6d3c021bace40a53f5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_860328336a655341/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:44:39.263556+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13687.19, "started_at": "2026-05-04T08:44:25.560004+00:00", "ended_at": "2026-05-04T08:44:39.246867+00:00", "prompt_metrics": {"chars": 6559, "bytes_utf8": 6559, "lines": 208, "estimated_tokens": 1802}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21893, "cached_input_tokens": 19840, "output_tokens": 148}, "stderr_preview": "2026-05-04T08:44:25.818790Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:28.292580Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "class", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32582e57d4375afcafd6e30ecd64175cdecc05a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-024c-7a50-9a8a-4e035520193e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"class\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":20864,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c9e8626fec91bbc0027a7f73edfec87e9869446 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"class\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"class\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9a449440dede5abf749f7700b52c7452455c286 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:44.649121Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:47.271297Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:54.556446Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..349073a4506dbf818731f6b2b3a49f57478bf046 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class. +Result preview: [{"class": "not_recom", "row_count": 4320}, {"class": "priority", "row_count": 4266}, {"class": "spec_prior", "row_count": 4044}, {"class": "very_recom", "row_count": 328}, {"class": "recommend", "row_count": 2}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dbdff027b160ec1a383558f5b595d3ff0d88a388 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_86b6253f931cd6b5 +-- problem_id: v2p_c7_118a4c7d44324ea6 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS row_count +FROM "c7" +GROUP BY "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab89799123a389d9ed08408de888d6fcc0b19317 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"class\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"class\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"class\", \"row_count\"], \"rows\": [{\"class\": \"not_recom\", \"row_count\": 4320}, {\"class\": \"priority\", \"row_count\": 4266}, {\"class\": \"spec_prior\", \"row_count\": 4044}, {\"class\": \"very_recom\", \"row_count\": 328}, {\"class\": \"recommend\", \"row_count\": 2}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..47512556a89eefceb50191c4d86e086e1189ddd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:59:44.438624+00:00", + "ended_at": "2026-05-04T08:59:55.534449+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_86b6253f931cd6b5", + "problem_id": "v2p_c7_118a4c7d44324ea6", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_86b6253f931cd6b5.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_86b6253f931cd6b5", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 20864, + "output_tokens": 87, + "total_tokens": 21864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1757, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11060.18, + "sql_execution_elapsed_ms_total": 7.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_86b6253f931cd6b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e16ffff1326ae01a00b020c0f7b3ac7f2e59eef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_86b6253f931cd6b5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:55.519624+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11060.18, "started_at": "2026-05-04T08:59:44.442654+00:00", "ended_at": "2026-05-04T08:59:55.502638+00:00", "prompt_metrics": {"chars": 6156, "bytes_utf8": 6156, "lines": 202, "estimated_tokens": 1686}, "response_metrics": {"chars": 277, "bytes_utf8": 277, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21777, "cached_input_tokens": 20864, "output_tokens": 87}, "stderr_preview": "2026-05-04T08:59:44.649121Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:47.271297Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "health", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2b5dfe6b34c40d98b32ed8b865e124640c80ddb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-490e-7ef0-a958-43438bfdbe75"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"health\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"children\\\", group_col_2=\\\"health\\\", target_col=\\\"class\\\", and target_value='recommend'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21902,"cached_input_tokens":20864,"output_tokens":214}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e57fc17a1d0c08f8bb74e0c748817b05a66d20b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"health\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"children\", \"health\"\nORDER BY target_rate DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"children\", group_col_2=\"health\", target_col=\"class\", and target_value='recommend'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ef605e6b79adc562ede20fdca548d571a4a393 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:48:01.895091Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:48:04.207415Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:14.281662Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..315af50cb97d9af5dd0c72bd97c1755452b35e0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=health, target_col=class. +Result preview: [{"children": "1", "health": "recommended", "target_rate": 0.001851851851851852}, {"children": "1", "health": "not_recom", "target_rate": 0.0}, {"children": "1", "health": "priority", "target_rate": 0.0}, {"children": "2", "health": "not_recom", "target_rate": 0.0}, {"children": "2", "health": "priority", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..62a1ec7956f14e5c3be22974607379cb8c88f476 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_8777a9c4beba04db +-- problem_id: v2p_c7_96f179fb4212d9b4 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "health", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "children", "health" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7d0fbfeb821758cdb1c0048d0c5025d5da91304 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"health\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"children\", \"health\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"health\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"children\", \"health\", \"target_rate\"], \"rows\": [{\"children\": \"1\", \"health\": \"recommended\", \"target_rate\": 0.001851851851851852}, {\"children\": \"1\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"1\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"2\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"2\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"2\", \"health\": \"recommended\", \"target_rate\": 0.0}, {\"children\": \"3\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"3\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"3\", \"health\": \"recommended\", \"target_rate\": 0.0}, {\"children\": \"more\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"more\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"more\", \"health\": \"recommended\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c147f637669c4841ee544367276b6d3094e92b67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:48:01.682289+00:00", + "ended_at": "2026-05-04T08:48:15.114289+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8777a9c4beba04db", + "problem_id": "v2p_c7_96f179fb4212d9b4", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=health, target_col=class.", + "bindings": { + "group_col": "children", + "group_col_2": "health", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_8777a9c4beba04db.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8777a9c4beba04db", + "api_calls": 0, + "input_tokens": 21902, + "cached_input_tokens": 20864, + "output_tokens": 214, + "total_tokens": 22116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1811, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1918, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13387.77, + "sql_execution_elapsed_ms_total": 14.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_8777a9c4beba04db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca163afc0f687d45da3cdc267cc1372b31bfaa79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8777a9c4beba04db/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:48:15.092656+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13387.77, "started_at": "2026-05-04T08:48:01.684680+00:00", "ended_at": "2026-05-04T08:48:15.072005+00:00", "prompt_metrics": {"chars": 6554, "bytes_utf8": 6554, "lines": 207, "estimated_tokens": 1811}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21902, "cached_input_tokens": 20864, "output_tokens": 214}, "stderr_preview": "2026-05-04T08:48:01.895091Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:48:04.207415Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80741607bb303eed86381092528d9836c7a2326a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-06bd-7622-ba58-462755ada427"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \\\"class\\\", measuring the within-class proportion for class = 'not_recom'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21868,"cached_input_tokens":21376,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b868d6fef78f6e6aa7922fb7fcdc625a0002ea5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with both group_col and condition_col bound to \"class\", measuring the within-class proportion for class = 'not_recom'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d994fca2aa00e6108716feb90f8644b6bc4cc53f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:23.649739Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:26.249052Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:34.551076Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f918fa9d0f4989c6912f3d1b4aa06e7e193c21bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "not_recom", "condition_rate": 1.0}, {"class": "very_recom", "condition_rate": 0.0}, {"class": "spec_prior", "condition_rate": 0.0}, {"class": "recommend", "condition_rate": 0.0}, {"class": "priority", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..77551744b01aca4bf4e5f86917c49028178b33a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_89a60f88349c472b +-- problem_id: v2p_c7_41e5890ae42dd817 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2b87106a523a21c380e3b6ec2c9a1162fda8a09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"class\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"class\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"class\", \"condition_rate\"], \"rows\": [{\"class\": \"not_recom\", \"condition_rate\": 1.0}, {\"class\": \"very_recom\", \"condition_rate\": 0.0}, {\"class\": \"spec_prior\", \"condition_rate\": 0.0}, {\"class\": \"recommend\", \"condition_rate\": 0.0}, {\"class\": \"priority\", \"condition_rate\": 0.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e109f4058e2bb19a286bb451d474de833245addc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:55:23.407236+00:00", + "ended_at": "2026-05-04T08:55:35.503704+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_89a60f88349c472b", + "problem_id": "v2p_c7_41e5890ae42dd817", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_89a60f88349c472b.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_89a60f88349c472b", + "api_calls": 0, + "input_tokens": 21868, + "cached_input_tokens": 21376, + "output_tokens": 123, + "total_tokens": 21991, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1777, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1878, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12057.0, + "sql_execution_elapsed_ms_total": 8.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_89a60f88349c472b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81245cdab655bc50823299b17f9a9d17f3768b78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89a60f88349c472b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:35.485943+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12057.0, "started_at": "2026-05-04T08:55:23.410870+00:00", "ended_at": "2026-05-04T08:55:35.467612+00:00", "prompt_metrics": {"chars": 6513, "bytes_utf8": 6513, "lines": 207, "estimated_tokens": 1777}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21868, "cached_input_tokens": 21376, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:55:23.649739Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:26.249052Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5edaf461166d3cb82d6ffa996ea0877ca6c3735b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-97aa-7952-a159-0404024f4def"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col bound to \\\"children\\\" and predicate \\\"health\\\" = 'priority' on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":20864,"output_tokens":111}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc4e69b66335261fc4d06282158cd96c5553f33f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 18;","notes":"Applied the required Filtered Top-k Group Count template with group_col bound to \"children\" and predicate \"health\" = 'priority' on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50e6f5f43be2ff6fa7041eff3307d2ddb6d2c459 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:00.734924Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:03.123186Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:11.054793Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea028041015e28e3893876bb493e01adb1feebbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children. +Result preview: [{"children": "more", "support": 1080}, {"children": "3", "support": 1080}, {"children": "2", "support": 1080}, {"children": "1", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fef35665c65847646405982893012457df1a6eb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_89e5d2f0738f9e4e +-- problem_id: v2p_c7_cbc45964d943200b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "children" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..433ab4130b8038623d4f9c8acfd483ad9d6ad5ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"more\", \"support\": 1080}, {\"children\": \"3\", \"support\": 1080}, {\"children\": \"2\", \"support\": 1080}, {\"children\": \"1\", \"support\": 1080}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..141310bfe5a62caad96d91918f3244c109857775 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:56:00.551381+00:00", + "ended_at": "2026-05-04T08:56:12.051807+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_89e5d2f0738f9e4e", + "problem_id": "v2p_c7_cbc45964d943200b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_89e5d2f0738f9e4e.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_89e5d2f0738f9e4e", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11455.55, + "sql_execution_elapsed_ms_total": 5.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_89e5d2f0738f9e4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..555aec7bb9877d3ba0d98a78554722f2f16b6c49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_89e5d2f0738f9e4e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:12.035594+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11455.55, "started_at": "2026-05-04T08:56:00.558826+00:00", "ended_at": "2026-05-04T08:56:12.014325+00:00", "prompt_metrics": {"chars": 6443, "bytes_utf8": 6443, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21849, "cached_input_tokens": 20864, "output_tokens": 111}, "stderr_preview": "2026-05-04T08:56:00.734924Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:03.123186Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=has_nurs, condition_col=has_nurs.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "improper", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c346583dd809f90d930b22b2564e1f01daa2121 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-9eba-7941-a35c-00c9aa4bea7c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"has_nurs\\\" = 'improper' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"has_nurs\\\" and condition_col=\\\"has_nurs\\\", condition_value='improper'. Since the grouping column and condition column are the same, the rate is 1 for the 'improper' group and 0 for all other groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21874,"cached_input_tokens":20864,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b9c87437fce379c7a5501359e8bb9529fe98b66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"has_nurs\",\n AVG(CASE WHEN \"has_nurs\" = 'improper' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"has_nurs\" and condition_col=\"has_nurs\", condition_value='improper'. Since the grouping column and condition column are the same, the rate is 1 for the 'improper' group and 0 for all other groups."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..782e09873cbc0c0541971fd10164056339076e1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:45.972058Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:48.366228Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:58.511610Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e538f944d90283161e4ca1c4526f668653371bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=has_nurs, condition_col=has_nurs. +Result preview: [{"has_nurs": "improper", "condition_rate": 1.0}, {"has_nurs": "very_crit", "condition_rate": 0.0}, {"has_nurs": "proper", "condition_rate": 0.0}, {"has_nurs": "less_proper", "condition_rate": 0.0}, {"has_nurs": "critical", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b63ff97de191a542d26f5db593d9e88fc7aa71de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_8a9a466abb612a04 +-- problem_id: v2p_c7_85fea52583461308 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", + AVG(CASE WHEN "has_nurs" = 'improper' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "has_nurs" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb87e7fd175612c38bfc73bf948c171ded698849 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"has_nurs\",\n AVG(CASE WHEN \"has_nurs\" = 'improper' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"has_nurs\\\" = 'improper' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"has_nurs\", \"condition_rate\"], \"rows\": [{\"has_nurs\": \"improper\", \"condition_rate\": 1.0}, {\"has_nurs\": \"very_crit\", \"condition_rate\": 0.0}, {\"has_nurs\": \"proper\", \"condition_rate\": 0.0}, {\"has_nurs\": \"less_proper\", \"condition_rate\": 0.0}, {\"has_nurs\": \"critical\", \"condition_rate\": 0.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..91efef3d00595bf2e5d5032baf1feb360a891e6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:52:45.751183+00:00", + "ended_at": "2026-05-04T08:52:59.391346+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8a9a466abb612a04", + "problem_id": "v2p_c7_85fea52583461308", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=has_nurs, condition_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "improper", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_8a9a466abb612a04.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8a9a466abb612a04", + "api_calls": 0, + "input_tokens": 21874, + "cached_input_tokens": 20864, + "output_tokens": 149, + "total_tokens": 22023, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1783, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1916, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13603.72, + "sql_execution_elapsed_ms_total": 7.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_8a9a466abb612a04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a88d3a4d808a92e6baa5aedae2839caa996ae63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8a9a466abb612a04/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:59.376507+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13603.72, "started_at": "2026-05-04T08:52:45.754450+00:00", "ended_at": "2026-05-04T08:52:59.358251+00:00", "prompt_metrics": {"chars": 6516, "bytes_utf8": 6516, "lines": 207, "estimated_tokens": 1783}, "response_metrics": {"chars": 503, "bytes_utf8": 503, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21874, "cached_input_tokens": 20864, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:52:45.972058Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:48.366228Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, condition_col=parents.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "great_pret", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..767b57465edf8c002294bc4326c63ac083362f19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-123a-7b02-928c-74490647b754"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"parents\\\",\\n AVG(CASE WHEN \\\"parents\\\" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"parents\\\" and condition_col=\\\"parents\\\", binding condition_value to 'great_pret'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21869,"cached_input_tokens":20864,"output_tokens":113}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8d81485d23cc9131d2a3f22b51815d2ec959487 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"parents\",\n AVG(CASE WHEN \"parents\" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"parents\" and condition_col=\"parents\", binding condition_value to 'great_pret'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c063009990a461a3e89db2563caa0a469cbf05c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:09.957355Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:12.382765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:19.808527Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8810a6309ee54c5d2f51b2af710281b0700e4435 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, condition_col=parents. +Result preview: [{"parents": "great_pret", "condition_rate": 1.0}, {"parents": "usual", "condition_rate": 0.0}, {"parents": "pretentious", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f1ec1fa9f29d0edd1a155ee4154ca1623e54daa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_8b28e6c98042bf52 +-- problem_id: v2p_c7_ef6a02c3e57c662e +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", + AVG(CASE WHEN "parents" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "parents" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9812e1ea5b317398cd6ccd3a7f31c89f6e2b9f6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"parents\",\n AVG(CASE WHEN \"parents\" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"parents\\\",\\n AVG(CASE WHEN \\\"parents\\\" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"parents\", \"condition_rate\"], \"rows\": [{\"parents\": \"great_pret\", \"condition_rate\": 1.0}, {\"parents\": \"usual\", \"condition_rate\": 0.0}, {\"parents\": \"pretentious\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..af6af29791e1f44253b0e6ea3a704ac122a42505 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:52:09.749049+00:00", + "ended_at": "2026-05-04T08:52:20.850594+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8b28e6c98042bf52", + "problem_id": "v2p_c7_ef6a02c3e57c662e", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=parents, condition_col=parents.", + "bindings": { + "group_col": "parents", + "condition_col": "parents", + "condition_value": "great_pret", + "positive_value": "great_pret", + "negative_value": "pretentious", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_8b28e6c98042bf52.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8b28e6c98042bf52", + "api_calls": 0, + "input_tokens": 21869, + "cached_input_tokens": 20864, + "output_tokens": 113, + "total_tokens": 21982, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1778, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11058.35, + "sql_execution_elapsed_ms_total": 9.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_8b28e6c98042bf52\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3521366a5fa996f0cb6f62eeeb9134925ee7d84f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b28e6c98042bf52/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:20.829611+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11058.35, "started_at": "2026-05-04T08:52:09.752491+00:00", "ended_at": "2026-05-04T08:52:20.811145+00:00", "prompt_metrics": {"chars": 6526, "bytes_utf8": 6526, "lines": 207, "estimated_tokens": 1778}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21869, "cached_input_tokens": 20864, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:52:09.957355Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:12.382765Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=finance.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7574b6accd6724d928da1ff04bbe1b6ad1a71fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-5355-7d61-afd3-27bbb068ea2f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"finance\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"finance\\\"\\nLIMIT 17;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=finance, and top_k=17. Query is SQLite-compatible, single-table, and uses only quoted identifiers from the provided schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e1ea90b9dbf88e18b976af62146d1f6ec75f178 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"finance\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY support ASC, \"parents\", \"finance\"\nLIMIT 17;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=finance, and top_k=17. Query is SQLite-compatible, single-table, and uses only quoted identifiers from the provided schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..513993f0f5ed01da6cfa2c54203220db7fd115cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:00.795780Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:03.293522Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:11.177518Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..af102bd170f41103d9815be153363c74708c71a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=finance. +Result preview: [{"parents": "great_pret", "finance": "convenient", "support": 2160}, {"parents": "great_pret", "finance": "inconv", "support": 2160}, {"parents": "pretentious", "finance": "convenient", "support": 2160}, {"parents": "pretentious", "finance": "inconv", "support": 2160}, {"parents": "usual", "finance": "convenient", "support": 2160}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d337793a71c08b39b979859d93ce48bcaf7cf30d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_8b4063abe889d658 +-- problem_id: v2p_c7_f1f1dca35cae4439 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "finance", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY support ASC, "parents", "finance" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc0419d5f0cb363974ebf52cf386f4480bbd418b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"finance\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"finance\"\nORDER BY support ASC, \"parents\", \"finance\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"finance\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"finance\\\"\\nLIMIT 17;\", \"columns\": [\"parents\", \"finance\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"great_pret\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"pretentious\", \"finance\": \"inconv\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"convenient\", \"support\": 2160}, {\"parents\": \"usual\", \"finance\": \"inconv\", \"support\": 2160}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89b0d13bf791a62eac51ac288f57de7a40430e84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:11:00.523533+00:00", + "ended_at": "2026-05-04T09:11:12.018397+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8b4063abe889d658", + "problem_id": "v2p_c7_f1f1dca35cae4439", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=finance.", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_8b4063abe889d658.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8b4063abe889d658", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 133, + "total_tokens": 22012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 117, + "estimated_total_tokens": 1907, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11444.96, + "sql_execution_elapsed_ms_total": 10.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_8b4063abe889d658\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32cc1669d59d51e95123ff5c5e5928c28a4bdb59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8b4063abe889d658/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:11.993699+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11444.96, "started_at": "2026-05-04T09:11:00.531829+00:00", "ended_at": "2026-05-04T09:11:11.975002+00:00", "prompt_metrics": {"chars": 6419, "bytes_utf8": 6419, "lines": 204, "estimated_tokens": 1790}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 133}, "stderr_preview": "2026-05-04T09:11:00.795780Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:03.293522Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=form, condition_col=form.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "complete", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a607861a7872025537917a3193ce5d117f656b10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-da00-72a2-b7f4-008791f4203b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"form\\\",\\n SUM(CASE WHEN \\\"form\\\" = 'complete' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"form\\\" = 'completed' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"form\\\"\\n)\\nSELECT \\\"form\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided grouped ratio template with bound roles group_col=form and condition_col=form. Kept the bound contrast values 'complete' and 'completed' as provided.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22009,"cached_input_tokens":20864,"output_tokens":243}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5693abfebcd172df28dcf1fd59b9e54aad85a002 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"form\",\n SUM(CASE WHEN \"form\" = 'complete' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"form\" = 'completed' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"form\"\n)\nSELECT \"form\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided grouped ratio template with bound roles group_col=form and condition_col=form. Kept the bound contrast values 'complete' and 'completed' as provided."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00f3bd8c419f9aa3f2e827aebb5dc6417f2ff16e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:33.415492Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:35.705172Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:48.505533Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6c238fe5bdb67d5175d4d5dab3139fe83f0083e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=form, condition_col=form. +Result preview: [{"form": "completed", "condition_ratio": 0.0}, {"form": "complete", "condition_ratio": null}, {"form": "foster", "condition_ratio": null}, {"form": "incomplete", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9ca039182b9d2129f7af1aa9d11da4b448f05a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_8c06149fd220e8cd +-- problem_id: v2p_c7_f4d9bf3b71aa6551 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "form", + SUM(CASE WHEN "form" = 'complete' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "form" = 'completed' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "form" +) +SELECT "form", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0168c85e07be311bb180b5f67bf5c1359818e95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"form\",\n SUM(CASE WHEN \"form\" = 'complete' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"form\" = 'completed' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"form\"\n)\nSELECT \"form\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"form\\\",\\n SUM(CASE WHEN \\\"form\\\" = 'complete' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"form\\\" = 'completed' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"form\\\"\\n)\\nSELECT \\\"form\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"form\", \"condition_ratio\"], \"rows\": [{\"form\": \"completed\", \"condition_ratio\": 0.0}, {\"form\": \"complete\", \"condition_ratio\": null}, {\"form\": \"foster\", \"condition_ratio\": null}, {\"form\": \"incomplete\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..14640e2c97562914137f6dadf7e0a5a47db9eb24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:47:33.219518+00:00", + "ended_at": "2026-05-04T08:47:49.533687+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8c06149fd220e8cd", + "problem_id": "v2p_c7_f4d9bf3b71aa6551", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=form, condition_col=form.", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "complete", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_8c06149fd220e8cd.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8c06149fd220e8cd", + "api_calls": 0, + "input_tokens": 22009, + "cached_input_tokens": 20864, + "output_tokens": 243, + "total_tokens": 22252, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1918, + "estimated_output_tokens": 165, + "estimated_total_tokens": 2083, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16276.8, + "sql_execution_elapsed_ms_total": 8.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_8c06149fd220e8cd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fdaaecae4985ea4a7e0c9a6b9241373e3770096 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8c06149fd220e8cd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:49.517768+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16276.8, "started_at": "2026-05-04T08:47:33.222201+00:00", "ended_at": "2026-05-04T08:47:49.499249+00:00", "prompt_metrics": {"chars": 7064, "bytes_utf8": 7064, "lines": 207, "estimated_tokens": 1918}, "response_metrics": {"chars": 650, "bytes_utf8": 650, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 22009, "cached_input_tokens": 20864, "output_tokens": 243}, "stderr_preview": "2026-05-04T08:47:33.415492Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:35.705172Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=social, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aceca7dae1632f24a4e242d48f9d3bf65aa79b6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-d90b-7852-905f-9f1e4d49602d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"social\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=4, and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21916,"cached_input_tokens":19840,"output_tokens":184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d3217b42a45da7950538ffce580fc784d42b0fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"social\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"social\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"social\", target_col=\"class\", target_value='spec_prior', min_support=4, and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..385da707ea043f9ad90d9f62f5013e5a80ce5a8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:56.224000Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:58.677486Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:07.173214Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1834e8bef7283888c3692ec5e6ed83989a316abc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=social, target_col=class. +Result preview: [{"social": "problematic", "support": 4320, "focus_rate": 0.38055555555555554}, {"social": "nonprob", "support": 4320, "focus_rate": 0.2777777777777778}, {"social": "slightly_prob", "support": 4320, "focus_rate": 0.2777777777777778}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..265832a286e0edc5a55daff890e2d9bf7567dbdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_8d78b452b036837d +-- problem_id: v2p_c7_1387bda0501dcee3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "social" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c36186148fe6fbc5c083c2cd05c1c6ea98f3779 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"social\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"social\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"social\", \"support\", \"focus_rate\"], \"rows\": [{\"social\": \"problematic\", \"support\": 4320, \"focus_rate\": 0.38055555555555554}, {\"social\": \"nonprob\", \"support\": 4320, \"focus_rate\": 0.2777777777777778}, {\"social\": \"slightly_prob\", \"support\": 4320, \"focus_rate\": 0.2777777777777778}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d037579df31269ce5345950f8eaa2730c38b7056 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:03:56.050558+00:00", + "ended_at": "2026-05-04T09:04:08.225385+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8d78b452b036837d", + "problem_id": "v2p_c7_1387bda0501dcee3", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=social, target_col=class.", + "bindings": { + "group_col": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_8d78b452b036837d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8d78b452b036837d", + "api_calls": 0, + "input_tokens": 21916, + "cached_input_tokens": 19840, + "output_tokens": 184, + "total_tokens": 22100, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1827, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12135.6, + "sql_execution_elapsed_ms_total": 9.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_8d78b452b036837d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8ff19f39f6a31aa7bec29a70d7c1862d85f7e67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:08.208027+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12135.6, "started_at": "2026-05-04T09:03:56.053582+00:00", "ended_at": "2026-05-04T09:04:08.189523+00:00", "prompt_metrics": {"chars": 6590, "bytes_utf8": 6590, "lines": 205, "estimated_tokens": 1827}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21916, "cached_input_tokens": 19840, "output_tokens": 184}, "stderr_preview": "2026-05-04T09:03:56.224000Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:58.677486Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"social\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=4, and top_k=17.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8643d385d9d40ab53cb0da5b93d1163f6f8697d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8d78b452b036837d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8d78b452b036837d", + "api_calls": 0, + "input_tokens": 21916, + "cached_input_tokens": 19840, + "output_tokens": 184, + "total_tokens": 22100, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1827, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12135.6, + "sql_execution_elapsed_ms_total": 9.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_8d78b452b036837d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e33ac3ad381b67b2d917b84f6711b003962371f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6349, "bytes_utf8": 6349, "lines": 204, "estimated_tokens": 1753}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21842, "cached_input_tokens": 20864, "output_tokens": 139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..20826d3bc46c4b7a5475f7a15fb485f0ed821187 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8f535f7d78088ca9", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 139, + "total_tokens": 21981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11442.83, + "sql_execution_elapsed_ms_total": 12.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_8f535f7d78088ca9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e7dd393a8430d9bcb4d7c97b1d6bf3d8caa0065 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:01:53.422896+00:00", + "ended_at": "2026-05-04T09:02:04.864024+00:00", + "elapsed_ms": 11442.83, + "prompt_metrics": { + "chars": 6349, + "bytes_utf8": 6349, + "lines": 204, + "estimated_tokens": 1753 + }, + "stdout_metrics": { + "chars": 718, + "bytes_utf8": 718, + "lines": 4, + "estimated_tokens": 208 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 377, + "bytes_utf8": 377, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 139 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e3a3148af018b077c9ec387562268c8455db74b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,204 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=social.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f92d02a701208e00452fe57607905abd43da8153 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-fa17-7fa2-87d6-0644165629a9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"social\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 12;\",\"notes\":\"Applied the required Two-Dimensional Top-k Count template with group_col bound to \\\"parents\\\" and group_col_2 bound to \\\"social\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21842,"cached_input_tokens":20864,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c717f6e9e0a74fabe6a4baca171a03fad8a8aa5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"social\", COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"parents\", \"social\"\nORDER BY \"support\" DESC\nLIMIT 12;","notes":"Applied the required Two-Dimensional Top-k Count template with group_col bound to \"parents\" and group_col_2 bound to \"social\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a746eaea2fc69f4d543bbf28451734131829ff6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:53.629396Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:56.009838Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:04.189405Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aecff794f41a5056933c2268727e024e6b97033d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=social. +Result preview: [{"parents": "great_pret", "social": "nonprob", "support": 1440}, {"parents": "great_pret", "social": "problematic", "support": 1440}, {"parents": "great_pret", "social": "slightly_prob", "support": 1440}, {"parents": "pretentious", "social": "nonprob", "support": 1440}, {"parents": "pretentious", "social": "problematic", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..013f971959c113134d1300be5a2f10949a7f7e7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_8f535f7d78088ca9 +-- problem_id: v2p_c7_04b306ca0e34ccb1 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "social", COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "social" +ORDER BY "support" DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5aba88ecafeafffab1b941c1cd3510525a1d96db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"social\", COUNT(*) AS \"support\"\nFROM \"c7\"\nGROUP BY \"parents\", \"social\"\nORDER BY \"support\" DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"social\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"social\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 12;\", \"columns\": [\"parents\", \"social\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"social\": \"nonprob\", \"support\": 1440}, {\"parents\": \"great_pret\", \"social\": \"problematic\", \"support\": 1440}, {\"parents\": \"great_pret\", \"social\": \"slightly_prob\", \"support\": 1440}, {\"parents\": \"pretentious\", \"social\": \"nonprob\", \"support\": 1440}, {\"parents\": \"pretentious\", \"social\": \"problematic\", \"support\": 1440}, {\"parents\": \"pretentious\", \"social\": \"slightly_prob\", \"support\": 1440}, {\"parents\": \"usual\", \"social\": \"nonprob\", \"support\": 1440}, {\"parents\": \"usual\", \"social\": \"problematic\", \"support\": 1440}, {\"parents\": \"usual\", \"social\": \"slightly_prob\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59fa8a52df41cdfde1557d057361a0abfe51527c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:01:53.414994+00:00", + "ended_at": "2026-05-04T09:02:04.903189+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8f535f7d78088ca9", + "problem_id": "v2p_c7_04b306ca0e34ccb1", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=social.", + "bindings": { + "group_col": "parents", + "group_col_2": "social", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_8f535f7d78088ca9.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8f535f7d78088ca9", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 139, + "total_tokens": 21981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11442.83, + "sql_execution_elapsed_ms_total": 12.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_8f535f7d78088ca9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1415bd9c49e2ba3faa1616427eec274b73442eb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8f535f7d78088ca9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:04.883212+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11442.83, "started_at": "2026-05-04T09:01:53.422896+00:00", "ended_at": "2026-05-04T09:02:04.864024+00:00", "prompt_metrics": {"chars": 6349, "bytes_utf8": 6349, "lines": 204, "estimated_tokens": 1753}, "response_metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21842, "cached_input_tokens": 20864, "output_tokens": 139}, "stderr_preview": "2026-05-04T09:01:53.629396Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:56.009838Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=children.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d837959c6def89af26301a1090698533556852c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-bd51-76d3-ae08-2fe12825660b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"children\\\"\\nLIMIT 15;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with bound roles group_col=\\\"parents\\\" and group_col_2=\\\"children\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e6faecdc20c2386885c77a0c04f28e72346c296 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY support ASC, \"parents\", \"children\"\nLIMIT 15;","notes":"Used the required Pairwise Sparse Slice Count template with bound roles group_col=\"parents\" and group_col_2=\"children\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..499e0fc9d4fb880e2b3e853fd9abab69ae97b7e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:22.366582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:24.821431Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:33.450535Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e9c1c8009f8eabe180e61a83443d1fb9a49e99e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=children. +Result preview: [{"parents": "great_pret", "children": "1", "support": 1080}, {"parents": "great_pret", "children": "2", "support": 1080}, {"parents": "great_pret", "children": "3", "support": 1080}, {"parents": "great_pret", "children": "more", "support": 1080}, {"parents": "pretentious", "children": "1", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..491d9dff5c1129a5e3954d175f4822a82b1713bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_8fb2c188692f99f2 +-- problem_id: v2p_c7_2ae79b672f81314b +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "children" +ORDER BY support ASC, "parents", "children" +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2195834b54971dafefe12dc584a9410277c0b481 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY support ASC, \"parents\", \"children\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"children\\\"\\nLIMIT 15;\", \"columns\": [\"parents\", \"children\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"more\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"more\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"more\", \"support\": 1080}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c2df958eeba984844ebf9fc3dab9287025ae8dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:10:22.160363+00:00", + "ended_at": "2026-05-04T09:10:34.421821+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_8fb2c188692f99f2", + "problem_id": "v2p_c7_2ae79b672f81314b", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=children.", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_8fb2c188692f99f2.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_8fb2c188692f99f2", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21998, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1893, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12208.09, + "sql_execution_elapsed_ms_total": 13.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_8fb2c188692f99f2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..467aac329b90e36534bfdd5937fd831a701801ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_8fb2c188692f99f2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:34.397925+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12208.09, "started_at": "2026-05-04T09:10:22.163635+00:00", "ended_at": "2026-05-04T09:10:34.362439+00:00", "prompt_metrics": {"chars": 6421, "bytes_utf8": 6421, "lines": 204, "estimated_tokens": 1790}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T09:10:22.366582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:24.821431Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=health.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c75aa203878e70e68192b097c833853877de8585 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-ace0-7fe1-8276-19451b4d66f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"health\\\"\\nLIMIT 14;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"parents\\\", group_col_2=\\\"health\\\", table=\\\"c7\\\", and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..562a0f0316834bd0a963a447cb0d23cd01267b93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY support ASC, \"parents\", \"health\"\nLIMIT 14;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"parents\", group_col_2=\"health\", table=\"c7\", and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22532337060edcce4eb564aac1dda285789c04d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:23.682724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:26.224300Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:33.493115Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5104d5f6cedbaee72b813fa92fff7aa1dbb02cc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=health. +Result preview: [{"parents": "great_pret", "health": "not_recom", "support": 1440}, {"parents": "great_pret", "health": "priority", "support": 1440}, {"parents": "great_pret", "health": "recommended", "support": 1440}, {"parents": "pretentious", "health": "not_recom", "support": 1440}, {"parents": "pretentious", "health": "priority", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..64b72e41876d236dd66cf73d9d20d3b2744a4023 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_9023cea0e517b094 +-- problem_id: v2p_c7_19018954fb0be2f3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "health" +ORDER BY support ASC, "parents", "health" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21cce3f736c7445b2a53fc95be22312f6ce47977 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"health\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY support ASC, \"parents\", \"health\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"health\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"health\\\"\\nLIMIT 14;\", \"columns\": [\"parents\", \"health\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"great_pret\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"great_pret\", \"health\": \"recommended\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"recommended\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"recommended\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8009c3442c56533859adabd8592ddfc5364023a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:11:23.476615+00:00", + "ended_at": "2026-05-04T09:11:34.285262+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9023cea0e517b094", + "problem_id": "v2p_c7_19018954fb0be2f3", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=health.", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_9023cea0e517b094.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9023cea0e517b094", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 21997, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1892, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10763.38, + "sql_execution_elapsed_ms_total": 13.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_9023cea0e517b094\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9cacd79a71dd254032730681f8fc82e0318746d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9023cea0e517b094/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:34.262587+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10763.38, "started_at": "2026-05-04T09:11:23.481898+00:00", "ended_at": "2026-05-04T09:11:34.244144+00:00", "prompt_metrics": {"chars": 6413, "bytes_utf8": 6413, "lines": 204, "estimated_tokens": 1790}, "response_metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T09:11:23.682724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:26.224300Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "social", + "entity_col": "social", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ad560ea0130a1f1be04e884d4534f1c86f7b211 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-f007-72b1-9179-a00efd11f98f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided template with group_col=\\\"social\\\" and entity_col=\\\"social\\\". Because the grouped column and distinct-counted column are the same, each group will have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94e902afbd3e275d5ffc000ad3d152c616d72a05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Applied the provided template with group_col=\"social\" and entity_col=\"social\". Because the grouped column and distinct-counted column are the same, each group will have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10d8469be81bed945151d59cfe0df951e3a70191 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:46.419440Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:48.911424Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:57.770961Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc2243d86039b79bc97b61607113da6382f25bcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social. +Result preview: [{"social": "slightly_prob", "distinct_entities": 1}, {"social": "problematic", "distinct_entities": 1}, {"social": "nonprob", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a7e0ba16e4afdbed2668d304404ba8780c1e921 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_90fd34f2da243d45 +-- problem_id: v2p_c7_f18dab49bb0f0648 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6710c34651975eb60fac221475efc2b6e818baae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"social\", COUNT(DISTINCT \"social\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"social\\\", COUNT(DISTINCT \\\"social\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"social\", \"distinct_entities\"], \"rows\": [{\"social\": \"slightly_prob\", \"distinct_entities\": 1}, {\"social\": \"problematic\", \"distinct_entities\": 1}, {\"social\": \"nonprob\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..06e95752c4b81a5bd885f94651fb2918fec1e5fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:12:46.202264+00:00", + "ended_at": "2026-05-04T09:12:59.114359+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_90fd34f2da243d45", + "problem_id": "v2p_c7_f18dab49bb0f0648", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "entity_col": "social", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=123" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_90fd34f2da243d45.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_90fd34f2da243d45", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 183, + "total_tokens": 22009, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1834, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12868.93, + "sql_execution_elapsed_ms_total": 10.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_90fd34f2da243d45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ddb956fa369e648b384d9ee1e018997c997503d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_90fd34f2da243d45/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:59.093594+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12868.93, "started_at": "2026-05-04T09:12:46.205459+00:00", "ended_at": "2026-05-04T09:12:59.074974+00:00", "prompt_metrics": {"chars": 6360, "bytes_utf8": 6360, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 183}, "stderr_preview": "2026-05-04T09:12:46.419440Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:48.911424Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "children", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e844d9f276b76e47acde8735f78177090626467 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-874f-7f72-9526-a1bf0065dcf6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY support ASC, \\\"children\\\"\\nLIMIT 17;\",\"notes\":\"Applied the provided Low-Support Group Count template with group_col bound to \\\"children\\\" and top_k set to 17 using the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21811,"cached_input_tokens":21376,"output_tokens":114}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6ecd195bcca4e995d78b39a128c4da01466af89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY support ASC, \"children\"\nLIMIT 17;","notes":"Applied the provided Low-Support Group Count template with group_col bound to \"children\" and top_k set to 17 using the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd988c054f2942652ca6c5080f2df85e01e870f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:03.008290Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:05.456869Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:12.675420Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..613e5fc37ee21a9637ff4741db06ddd8fb91377d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=children. +Result preview: [{"children": "1", "support": 3240}, {"children": "2", "support": 3240}, {"children": "3", "support": 3240}, {"children": "more", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..641a579753748a11a1ade2ea42fd5bb53dd81d58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_9178f03267c21349 +-- problem_id: v2p_c7_28abb55359898c97 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "children" +ORDER BY support ASC, "children" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c644b60e672f74df55d4473f4af939afe6e8d605 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY support ASC, \"children\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY support ASC, \\\"children\\\"\\nLIMIT 17;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"1\", \"support\": 3240}, {\"children\": \"2\", \"support\": 3240}, {\"children\": \"3\", \"support\": 3240}, {\"children\": \"more\", \"support\": 3240}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6a2303329df871437e9c85e132894a26c5c93c0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:09:02.793771+00:00", + "ended_at": "2026-05-04T09:09:13.594573+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9178f03267c21349", + "problem_id": "v2p_c7_28abb55359898c97", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_9178f03267c21349.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9178f03267c21349", + "api_calls": 0, + "input_tokens": 21811, + "cached_input_tokens": 21376, + "output_tokens": 114, + "total_tokens": 21925, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 91, + "estimated_total_tokens": 1813, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10752.79, + "sql_execution_elapsed_ms_total": 5.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_9178f03267c21349\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..670eb2d8b24cf0f1b962da4b9b0282148965d4af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9178f03267c21349/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:13.580712+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10752.79, "started_at": "2026-05-04T09:09:02.798726+00:00", "ended_at": "2026-05-04T09:09:13.551440+00:00", "prompt_metrics": {"chars": 6243, "bytes_utf8": 6243, "lines": 202, "estimated_tokens": 1722}, "response_metrics": {"chars": 348, "bytes_utf8": 348, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 21811, "cached_input_tokens": 21376, "output_tokens": 114}, "stderr_preview": "2026-05-04T09:09:03.008290Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:05.456869Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=social, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "social", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7281d80c896b6d6b9a549f24af5091d007c4bf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-ac1d-75d2-8083-96278a1e5f16"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"social\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\\\"social\\\", group_col_2=\\\"health\\\", target_col=\\\"class\\\", and target_value='very_recom'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":21376,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2915ec28e6b4ef4d2feebc4a9cf49d17364467c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"social\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"social\", \"health\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\"social\", group_col_2=\"health\", target_col=\"class\", and target_value='very_recom'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e20e8a909660438fb5d1b99bc6b246013fcd9277 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:43.837632Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:46.162195Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:54.074380Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..453faf891013b14f11df1beba5f3d3ebba8450e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=social, group_col_2=health, target_col=class. +Result preview: [{"social": "nonprob", "health": "recommended", "target_rate": 0.11388888888888889}, {"social": "slightly_prob", "health": "recommended", "target_rate": 0.11388888888888889}, {"social": "nonprob", "health": "not_recom", "target_rate": 0.0}, {"social": "nonprob", "health": "priority", "target_rate": 0.0}, {"social": "problematic", "health": "not_recom", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1a7b9764cb91af5ecc42481ba48344bb43f55e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_91d9e1789e71c9d6 +-- problem_id: v2p_c7_a1b589fec6af3408 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "social", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26edaef8f67f1147da8475a835c949339c9220ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"social\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"social\", \"health\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"social\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\", \\\"health\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"social\", \"health\", \"target_rate\"], \"rows\": [{\"social\": \"nonprob\", \"health\": \"recommended\", \"target_rate\": 0.11388888888888889}, {\"social\": \"slightly_prob\", \"health\": \"recommended\", \"target_rate\": 0.11388888888888889}, {\"social\": \"nonprob\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"social\": \"nonprob\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"social\": \"problematic\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"social\": \"problematic\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"social\": \"problematic\", \"health\": \"recommended\", \"target_rate\": 0.0}, {\"social\": \"slightly_prob\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"social\": \"slightly_prob\", \"health\": \"priority\", \"target_rate\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad9ec3347f188e14a2733b9988080d6a68191514 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:51:43.634433+00:00", + "ended_at": "2026-05-04T08:51:54.770872+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_91d9e1789e71c9d6", + "problem_id": "v2p_c7_a1b589fec6af3408", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=social, group_col_2=health, target_col=class.", + "bindings": { + "group_col": "social", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=33" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_91d9e1789e71c9d6.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_91d9e1789e71c9d6", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 21376, + "output_tokens": 145, + "total_tokens": 22049, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1813, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11092.13, + "sql_execution_elapsed_ms_total": 14.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_91d9e1789e71c9d6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..577db791f80998f6db8336c222c6cd98f5165d0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_91d9e1789e71c9d6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:54.749075+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11092.13, "started_at": "2026-05-04T08:51:43.638913+00:00", "ended_at": "2026-05-04T08:51:54.731249+00:00", "prompt_metrics": {"chars": 6540, "bytes_utf8": 6540, "lines": 207, "estimated_tokens": 1813}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21904, "cached_input_tokens": 21376, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:51:43.837632Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:46.162195Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "health", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71784ddc803b13f5623b2a0834f78858bcaa3554 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-19c8-7e31-bb6a-36a42c5820d6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"health\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\\\"children\\\", group_col_2=\\\"health\\\", target_col=\\\"class\\\", and target_value='recommend'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21903,"cached_input_tokens":20864,"output_tokens":131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d23d69521699def34bed8141cf2696dd6994b0bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"health\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"children\", \"health\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=\"children\", group_col_2=\"health\", target_col=\"class\", and target_value='recommend'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95b48bf8ca5abdd971186037133752f16a6899a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:49.765192Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:52.148545Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:00.765382Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..17972eeb1aecde595efe607abbb85d8fe07f3512 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, group_col_2=health, target_col=class. +Result preview: [{"children": "1", "health": "recommended", "target_rate": 0.001851851851851852}, {"children": "1", "health": "not_recom", "target_rate": 0.0}, {"children": "1", "health": "priority", "target_rate": 0.0}, {"children": "2", "health": "not_recom", "target_rate": 0.0}, {"children": "2", "health": "priority", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..080d5b0ed7979c6a13bca7986dc762277691232b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_936e4fa071d1a54c +-- problem_id: v2p_c7_aef0bae81001ddd6 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "health", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "children", "health" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..acc419bcef7b5f3bb9b0e0dee3c5f11df645ae9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"health\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"children\", \"health\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"health\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"children\", \"health\", \"target_rate\"], \"rows\": [{\"children\": \"1\", \"health\": \"recommended\", \"target_rate\": 0.001851851851851852}, {\"children\": \"1\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"1\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"2\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"2\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"2\", \"health\": \"recommended\", \"target_rate\": 0.0}, {\"children\": \"3\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"3\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"3\", \"health\": \"recommended\", \"target_rate\": 0.0}, {\"children\": \"more\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"children\": \"more\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"more\", \"health\": \"recommended\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c0a1788bd4e4aa9411ab4a4707c719f715e009e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:47:49.536591+00:00", + "ended_at": "2026-05-04T08:48:01.680848+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_936e4fa071d1a54c", + "problem_id": "v2p_c7_aef0bae81001ddd6", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, group_col_2=health, target_col=class.", + "bindings": { + "group_col": "children", + "group_col_2": "health", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_936e4fa071d1a54c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_936e4fa071d1a54c", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 20864, + "output_tokens": 131, + "total_tokens": 22034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12099.38, + "sql_execution_elapsed_ms_total": 13.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_936e4fa071d1a54c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34ed3ad637484f81f8649dcd2c3f27215bf56976 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_936e4fa071d1a54c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:48:01.659214+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12099.38, "started_at": "2026-05-04T08:47:49.539317+00:00", "ended_at": "2026-05-04T08:48:01.638882+00:00", "prompt_metrics": {"chars": 6558, "bytes_utf8": 6558, "lines": 207, "estimated_tokens": 1812}, "response_metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21903, "cached_input_tokens": 20864, "output_tokens": 131}, "stderr_preview": "2026-05-04T08:47:49.765192Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:52.148545Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "finance", + "entity_col": "finance", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdb2e2fdc21c6a3212b1d1581f87659b2a0a9b23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-bb4b-70a1-be35-017115249722"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col bound to \\\"finance\\\" and entity_col bound to \\\"finance\\\", preserving the provided top_k value and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fd98214264f23f5a3ccdbd5bc21445da1e62fa7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 17;","notes":"Used the required template with group_col bound to \"finance\" and entity_col bound to \"finance\", preserving the provided top_k value and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..388156877b7a347f1f5997c1c030e2b5217b1802 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:32.892513Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:35.413980Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:45.130300Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..782f25ed95dbb70aa694a05d50d64b7c5211fbca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance. +Result preview: [{"finance": "inconv", "distinct_entities": 1}, {"finance": "convenient", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f45b252672d43c30c6a0202865398c1bc3fd0987 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_94fab70f62348453 +-- problem_id: v2p_c7_c9441208cd04c9f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9907bf3d668c138058425040a117c482c509817f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 17;\", \"columns\": [\"finance\", \"distinct_entities\"], \"rows\": [{\"finance\": \"inconv\", \"distinct_entities\": 1}, {\"finance\": \"convenient\", \"distinct_entities\": 1}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bd96fea661d84b91a1b7a62236d385cc9470d1d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:12:32.694547+00:00", + "ended_at": "2026-05-04T09:12:46.199798+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_94fab70f62348453", + "problem_id": "v2p_c7_c9441208cd04c9f2", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "entity_col": "finance", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_94fab70f62348453.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_94fab70f62348453", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 21971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 88, + "estimated_total_tokens": 1825, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13471.43, + "sql_execution_elapsed_ms_total": 7.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_94fab70f62348453\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33a2c53c0ba35b27cc72663a24c6f04d30fb44e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_94fab70f62348453/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:46.182775+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13471.43, "started_at": "2026-05-04T09:12:32.697541+00:00", "ended_at": "2026-05-04T09:12:46.168667+00:00", "prompt_metrics": {"chars": 6365, "bytes_utf8": 6365, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 145}, "stderr_preview": "2026-05-04T09:12:32.892513Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:35.413980Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "has_nurs", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..db1e75cb04241940d5d6f5b8ad93b604ced5c0af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-e014-7281-96f6-a0ea4dd775d5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"has_nurs\\\"\\nLIMIT 15;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"has_nurs\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21815,"cached_input_tokens":21376,"output_tokens":108}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4215e06241ecac966aed3dd79d1a2b011ff6fc20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY support ASC, \"has_nurs\"\nLIMIT 15;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"has_nurs\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9db32909cd6527fddbb99a30208b68ce608d8185 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:20.172724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:22.513352Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:29.511413Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef7130d01591e930b3a7e30c90f821023d736ba6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "critical", "support": 2592}, {"has_nurs": "improper", "support": 2592}, {"has_nurs": "less_proper", "support": 2592}, {"has_nurs": "proper", "support": 2592}, {"has_nurs": "very_crit", "support": 2592}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..19f1688d6e431458ff78bce26243c402f435bdf4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_96539a7ee9b41bcd +-- problem_id: v2p_c7_ae702f4f92762722 +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs" +ORDER BY support ASC, "has_nurs" +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..654d44d364066a73222c9780eba6e75de95eff4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY support ASC, \"has_nurs\"\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"has_nurs\\\"\\nLIMIT 15;\", \"columns\": [\"has_nurs\", \"support\"], \"rows\": [{\"has_nurs\": \"critical\", \"support\": 2592}, {\"has_nurs\": \"improper\", \"support\": 2592}, {\"has_nurs\": \"less_proper\", \"support\": 2592}, {\"has_nurs\": \"proper\", \"support\": 2592}, {\"has_nurs\": \"very_crit\", \"support\": 2592}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..865e2a7bdc734806d4adb07dd7e937a7c121156d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:08:19.976671+00:00", + "ended_at": "2026-05-04T09:08:30.413312+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_96539a7ee9b41bcd", + "problem_id": "v2p_c7_ae702f4f92762722", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role count_distribution. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_96539a7ee9b41bcd.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_96539a7ee9b41bcd", + "api_calls": 0, + "input_tokens": 21815, + "cached_input_tokens": 21376, + "output_tokens": 108, + "total_tokens": 21923, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1726, + "estimated_output_tokens": 92, + "estimated_total_tokens": 1818, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10400.32, + "sql_execution_elapsed_ms_total": 6.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_96539a7ee9b41bcd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec27d874a75dbafaeceaf263b9474a8d8acc2bcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96539a7ee9b41bcd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:30.398701+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10400.32, "started_at": "2026-05-04T09:08:19.980140+00:00", "ended_at": "2026-05-04T09:08:30.376348+00:00", "prompt_metrics": {"chars": 6243, "bytes_utf8": 6243, "lines": 202, "estimated_tokens": 1726}, "response_metrics": {"chars": 324, "bytes_utf8": 324, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 21815, "cached_input_tokens": 21376, "output_tokens": 108}, "stderr_preview": "2026-05-04T09:08:20.172724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:22.513352Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=social, condition_col=social.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "problematic", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d54d9bbce0681fc293f071eca0dcbbd8970584aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-7366-7f43-bab6-b8a013a49667"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"social\\\",\\n AVG(CASE WHEN \\\"social\\\" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required template with group_col=\\\"social\\\" and condition_col=\\\"social\\\" exactly as bound. This measures, for each social category, the rate that the same category equals 'problematic'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21866,"cached_input_tokens":19840,"output_tokens":175}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2ae6928e871699b69c1c343e42562ed8ea35ccd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"social\",\n AVG(CASE WHEN \"social\" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY condition_rate DESC;","notes":"Used the required template with group_col=\"social\" and condition_col=\"social\" exactly as bound. This measures, for each social category, the rate that the same category equals 'problematic'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..734a8dffb0e34e58718dcdc01345696b715b8e14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:45.936376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:48.276816Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:56.688079Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..16ef986e1df129b28925ac62409c096fbdb29cd4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=social, condition_col=social. +Result preview: [{"social": "problematic", "condition_rate": 1.0}, {"social": "slightly_prob", "condition_rate": 0.0}, {"social": "nonprob", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ff07de0aea707404ea281f965e0716937d421a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_96c9a7b269c517f3 +-- problem_id: v2p_c7_d1882c2d49dd3f42 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", + AVG(CASE WHEN "social" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "social" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45082c4460d6f2235d7788836eb9a3a4584fb96d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"social\",\n AVG(CASE WHEN \"social\" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"social\\\",\\n AVG(CASE WHEN \\\"social\\\" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"social\", \"condition_rate\"], \"rows\": [{\"social\": \"problematic\", \"condition_rate\": 1.0}, {\"social\": \"slightly_prob\", \"condition_rate\": 0.0}, {\"social\": \"nonprob\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d5dad712c62c65b2b32af6916aef049b119c1529 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:54:45.701605+00:00", + "ended_at": "2026-05-04T08:54:57.533387+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_96c9a7b269c517f3", + "problem_id": "v2p_c7_d1882c2d49dd3f42", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=social, condition_col=social.", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "problematic", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_96c9a7b269c517f3.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_96c9a7b269c517f3", + "api_calls": 0, + "input_tokens": 21866, + "cached_input_tokens": 19840, + "output_tokens": 175, + "total_tokens": 22041, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1775, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1881, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11791.56, + "sql_execution_elapsed_ms_total": 8.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_96c9a7b269c517f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..232d9fd2893197a77b7de17f454373c5fe882580 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_96c9a7b269c517f3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:57.516589+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11791.56, "started_at": "2026-05-04T08:54:45.704468+00:00", "ended_at": "2026-05-04T08:54:57.496056+00:00", "prompt_metrics": {"chars": 6517, "bytes_utf8": 6517, "lines": 207, "estimated_tokens": 1775}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21866, "cached_input_tokens": 19840, "output_tokens": 175}, "stderr_preview": "2026-05-04T08:54:45.936376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:48.276816Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=form, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "form", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..585b09b61d202a7a7eb06892b12b4ca32dae6502 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-8817-7cc1-9f87-5380a41f0af8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 12;\",\"notes\":\"Filled the shortlisted Tail Target-Rate Extremes template with group_col=\\\"form\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=5, and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":20864,"output_tokens":240}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6af434a0ec22f10af4fc00297671fe88ccf5ce24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"form\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c7\"\nGROUP BY \"form\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 12;","notes":"Filled the shortlisted Tail Target-Rate Extremes template with group_col=\"form\", target_col=\"class\", target_value='spec_prior', min_support=5, and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee2b4df6f528522a313a2b437900a51f86b86d51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:46.725531Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:49.294861Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:58.579876Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8269e35c698abdea042a9ac0b900c30f5a23dff2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=form, target_col=class. +Result preview: [{"form": "foster", "support": 3240, "focus_rate": 0.3506172839506173}, {"form": "incomplete", "support": 3240, "focus_rate": 0.32469135802469135}, {"form": "completed", "support": 3240, "focus_rate": 0.29876543209876544}, {"form": "complete", "support": 3240, "focus_rate": 0.2740740740740741}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..04213afeb19d7bae416ae4728756d4d4c4d65dcd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_9715fd32311e6461 +-- problem_id: v2p_c7_aa5aed4d0e605e3b +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "form" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86300c4e9c7417414e48079889b444e5c072969a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"form\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c7\"\nGROUP BY \"form\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"form\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 12;\", \"columns\": [\"form\", \"support\", \"focus_rate\"], \"rows\": [{\"form\": \"foster\", \"support\": 3240, \"focus_rate\": 0.3506172839506173}, {\"form\": \"incomplete\", \"support\": 3240, \"focus_rate\": 0.32469135802469135}, {\"form\": \"completed\", \"support\": 3240, \"focus_rate\": 0.29876543209876544}, {\"form\": \"complete\", \"support\": 3240, \"focus_rate\": 0.2740740740740741}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a03a92eed010968567bec6c7a405d56a7357eb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:05:42.715014+00:00", + "ended_at": "2026-05-04T09:05:59.595904+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9715fd32311e6461", + "problem_id": "v2p_c7_aa5aed4d0e605e3b", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=form, target_col=class.", + "bindings": { + "group_col": "form", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_9715fd32311e6461.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9715fd32311e6461", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 240, + "total_tokens": 22155, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 138, + "estimated_total_tokens": 1964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16834.36, + "sql_execution_elapsed_ms_total": 8.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_9715fd32311e6461\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efd44edd01735273d8fa1ce9ad598e62a4d586c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:59.571792+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16834.36, "started_at": "2026-05-04T09:05:42.718270+00:00", "ended_at": "2026-05-04T09:05:59.552103+00:00", "prompt_metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 240}, "stderr_preview": "2026-05-04T09:05:46.725531Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:49.294861Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 12;\",\"notes\":\"Filled the shortlisted Tail Target-Rate Extremes template with group_col=\\\"form\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=5, and top_k=12.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a25f93aeda39346459cb0af84320b67bf682e9f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9715fd32311e6461/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9715fd32311e6461", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 240, + "total_tokens": 22155, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 138, + "estimated_total_tokens": 1964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16834.36, + "sql_execution_elapsed_ms_total": 8.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_9715fd32311e6461\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a8984eadc7bb9df845e0fd8d0e5b1be3a382a1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7068, "bytes_utf8": 7068, "lines": 207, "estimated_tokens": 1924}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 661, "bytes_utf8": 661, "lines": 1, "estimated_tokens": 169}, "usage": {"input_tokens": 22015, "cached_input_tokens": 19840, "output_tokens": 342}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c3ccfe3275168bddf3a65b64e7fb580e5ecd24aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_982276de64415119", + "api_calls": 0, + "input_tokens": 22015, + "cached_input_tokens": 19840, + "output_tokens": 342, + "total_tokens": 22357, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1924, + "estimated_output_tokens": 169, + "estimated_total_tokens": 2093, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15014.6, + "sql_execution_elapsed_ms_total": 11.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_982276de64415119\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd94d3b4c2b4d88a636949329f83741bf5b026c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:46:51.077203+00:00", + "ended_at": "2026-05-04T08:47:06.094009+00:00", + "elapsed_ms": 15014.6, + "prompt_metrics": { + "chars": 7068, + "bytes_utf8": 7068, + "lines": 207, + "estimated_tokens": 1924 + }, + "stdout_metrics": { + "chars": 1000, + "bytes_utf8": 1000, + "lines": 4, + "estimated_tokens": 284 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13164 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 661, + "bytes_utf8": 661, + "lines": 1, + "estimated_tokens": 169 + }, + "usage": { + "input_tokens": 22015, + "cached_input_tokens": 19840, + "output_tokens": 342 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..837d034c3bd6022340a2a85eb0a6d13bfc90699c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1d0eb58932e0c180438cb50aa86055694827cb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-3562-7252-aaf5-3a85e21dbcec"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"class\\\" and condition_col=\\\"class\\\", using 'not_recom' as the numerator condition and 'priority' as the denominator condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22015,"cached_input_tokens":19840,"output_tokens":342}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78d55642685f8a6bab01396e2f3554342b685402 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template with group_col=\"class\" and condition_col=\"class\", using 'not_recom' as the numerator condition and 'priority' as the denominator condition."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80aa0711fd1a4db4292707d225e8442765328112 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:46:51.298484Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:46:53.592035Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:05.023471Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7369d44dc340256840b65858f7cb93e34aebb018 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class. +Result preview: [{"class": "priority", "condition_ratio": 0.0}, {"class": "not_recom", "condition_ratio": null}, {"class": "recommend", "condition_ratio": null}, {"class": "spec_prior", "condition_ratio": null}, {"class": "very_recom", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..64d6d6b2fa6c28f90e87c4725cf1cb6e761b250e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_982276de64415119 +-- problem_id: v2p_c7_c76363c491684f56 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2569e7baf796a100f37d697c7be0780f456c80d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"class\",\n SUM(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"class\"\n)\nSELECT \"class\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"class\\\",\\n SUM(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"class\\\"\\n)\\nSELECT \\\"class\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"class\", \"condition_ratio\"], \"rows\": [{\"class\": \"priority\", \"condition_ratio\": 0.0}, {\"class\": \"not_recom\", \"condition_ratio\": null}, {\"class\": \"recommend\", \"condition_ratio\": null}, {\"class\": \"spec_prior\", \"condition_ratio\": null}, {\"class\": \"very_recom\", \"condition_ratio\": null}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c57e23cc955104f98dd363ea6d207d7bd2aeac5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:46:51.069906+00:00", + "ended_at": "2026-05-04T08:47:06.137404+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_982276de64415119", + "problem_id": "v2p_c7_c76363c491684f56", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=class, condition_col=class.", + "bindings": { + "group_col": "class", + "condition_col": "class", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_982276de64415119.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_982276de64415119", + "api_calls": 0, + "input_tokens": 22015, + "cached_input_tokens": 19840, + "output_tokens": 342, + "total_tokens": 22357, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1924, + "estimated_output_tokens": 169, + "estimated_total_tokens": 2093, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15014.6, + "sql_execution_elapsed_ms_total": 11.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_982276de64415119\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68413d01c294b5fa7884a1bcb4605bed622899ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_982276de64415119/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:06.117531+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15014.6, "started_at": "2026-05-04T08:46:51.077203+00:00", "ended_at": "2026-05-04T08:47:06.094009+00:00", "prompt_metrics": {"chars": 7068, "bytes_utf8": 7068, "lines": 207, "estimated_tokens": 1924}, "response_metrics": {"chars": 661, "bytes_utf8": 661, "lines": 1, "estimated_tokens": 169}, "usage": {"input_tokens": 22015, "cached_input_tokens": 19840, "output_tokens": 342}, "stderr_preview": "2026-05-04T08:46:51.298484Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:46:53.592035Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "3", + "entity_col": "children", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee6e7cf591ddbf150cd455912d632c921c60c058 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df246-f718-7c21-a741-bbc861575317"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '3'\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template and fixed bindings exactly: group_col=\\\"children\\\", entity_col=\\\"children\\\", predicate_col=\\\"children\\\", predicate_value='3', top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21880,"cached_input_tokens":20864,"output_tokens":189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eec2c0399d451d5b577eddc876f60b56b57f8765 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nWHERE \"children\" = '3'\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 13;","notes":"Used the provided template and fixed bindings exactly: group_col=\"children\", entity_col=\"children\", predicate_col=\"children\", predicate_value='3', top_k=13."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33357b5275e027556e3d4ede0b348d3513a1d93c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:10.351563Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:12.671984Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:22.103060Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3321180620e10aa5f7bc9c1b11d2f34bda3fe35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children. +Result preview: [{"children": "3", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce1ce68dc272cec759bfba0eec883ee1fd5bb2cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_9b49c63e65d3bd42 +-- problem_id: v2p_c7_4093b532bf168a36 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +WHERE "children" = '3' +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31f6857ac12454f798f843341a35ab7ecd59df04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nWHERE \"children\" = '3'\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '3'\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 13;\", \"columns\": [\"children\", \"distinct_entities\"], \"rows\": [{\"children\": \"3\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb523559cbe63912ce82b70be71b6372a2be5c7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:17:10.157890+00:00", + "ended_at": "2026-05-04T09:17:22.691748+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9b49c63e65d3bd42", + "problem_id": "v2p_c7_4093b532bf168a36", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "3", + "entity_col": "children", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_9b49c63e65d3bd42.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9b49c63e65d3bd42", + "api_calls": 0, + "input_tokens": 21880, + "cached_input_tokens": 20864, + "output_tokens": 189, + "total_tokens": 22069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1791, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1891, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12502.72, + "sql_execution_elapsed_ms_total": 3.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_9b49c63e65d3bd42\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27d075fd403990c564a46604555d8ab134fb7e23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9b49c63e65d3bd42/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:22.674039+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12502.72, "started_at": "2026-05-04T09:17:10.161735+00:00", "ended_at": "2026-05-04T09:17:22.664102+00:00", "prompt_metrics": {"chars": 6580, "bytes_utf8": 6580, "lines": 208, "estimated_tokens": 1791}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21880, "cached_input_tokens": 20864, "output_tokens": 189}, "stderr_preview": "2026-05-04T09:17:10.351563Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:12.671984Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "class", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf240d9ec7d8d4e28d87a08539d72d2c0c8f05bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-7d9c-7692-83f2-5f8fd3e51ad4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"children\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", target_value='not_recom'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21904,"cached_input_tokens":3456,"output_tokens":141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09a8f13b66000cd8533d2990de8378c696fca724 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"class\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"children\", \"class\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"children\", group_col_2=\"class\", target_col=\"class\", target_value='not_recom'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..049f65370596ae99c1f71978c7f572e4c948c0d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:48:15.315958Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:48:17.724891Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:28.867590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c0e74108013833cae5fdfeee550b6ad81650633 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=class, target_col=class. +Result preview: [{"children": "1", "class": "not_recom", "target_rate": 1.0}, {"children": "2", "class": "not_recom", "target_rate": 1.0}, {"children": "3", "class": "not_recom", "target_rate": 1.0}, {"children": "more", "class": "not_recom", "target_rate": 1.0}, {"children": "1", "class": "priority", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..21361b88acbad5e406b138071f2147f0eb0c9b93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_9c51ebf4b4e1cdd6 +-- problem_id: v2p_c7_1d64e89942451d30 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "class", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "children", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ba171327a0cffd1ee10415637c4c64209de04f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"class\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"children\", \"class\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\", \\\"class\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"children\", \"class\", \"target_rate\"], \"rows\": [{\"children\": \"1\", \"class\": \"not_recom\", \"target_rate\": 1.0}, {\"children\": \"2\", \"class\": \"not_recom\", \"target_rate\": 1.0}, {\"children\": \"3\", \"class\": \"not_recom\", \"target_rate\": 1.0}, {\"children\": \"more\", \"class\": \"not_recom\", \"target_rate\": 1.0}, {\"children\": \"1\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"1\", \"class\": \"recommend\", \"target_rate\": 0.0}, {\"children\": \"1\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"children\": \"1\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"children\": \"2\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"2\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"children\": \"2\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"children\": \"3\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"3\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"children\": \"3\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"children\": \"more\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"children\": \"more\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"children\": \"more\", \"class\": \"very_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..86e008a1d9b458ae9450d88164229ded458592bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:48:15.117065+00:00", + "ended_at": "2026-05-04T08:48:29.758121+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9c51ebf4b4e1cdd6", + "problem_id": "v2p_c7_1d64e89942451d30", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "children", + "group_col_2": "class", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_9c51ebf4b4e1cdd6.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9c51ebf4b4e1cdd6", + "api_calls": 0, + "input_tokens": 21904, + "cached_input_tokens": 3456, + "output_tokens": 141, + "total_tokens": 22045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1813, + "estimated_output_tokens": 125, + "estimated_total_tokens": 1938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14574.95, + "sql_execution_elapsed_ms_total": 18.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_9c51ebf4b4e1cdd6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4f8df90a0061b00ad382301528fe135386d8477 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9c51ebf4b4e1cdd6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:48:29.731241+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14574.95, "started_at": "2026-05-04T08:48:15.120237+00:00", "ended_at": "2026-05-04T08:48:29.694862+00:00", "prompt_metrics": {"chars": 6541, "bytes_utf8": 6541, "lines": 207, "estimated_tokens": 1813}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 21904, "cached_input_tokens": 3456, "output_tokens": 141}, "stderr_preview": "2026-05-04T08:48:15.315958Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:48:17.724891Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "housing", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3029c5ca49f9c64061322be982165cfc07266eba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-c497-7cf2-858a-62cf4bc9b91f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with bound roles: group_col=\\\"housing\\\", predicate_col=\\\"housing\\\", predicate_value='critical', top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":20864,"output_tokens":125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97cf57790f44e368e87afdff18ec4fc264403c7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 14;","notes":"Applied the provided Filtered Top-k Group Count template with bound roles: group_col=\"housing\", predicate_col=\"housing\", predicate_value='critical', top_k=14."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1202010ab996a205ce2e98ea594ec11e188c66a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:12.227991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:14.756779Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:22.625782Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..674c4e30e858ce0dd9c623f3db0b433b29c2a31f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=housing. +Result preview: [{"housing": "critical", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4d9048cf187964c62973c5299d0f13f29dd96ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_9cb0f84232dc1a74 +-- problem_id: v2p_c7_016c4b7815d42ece +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93feb85ceb10aa797e431e0d3887d1dcd5199f43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"housing\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"housing\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"housing\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"housing\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"housing\", \"support\"], \"rows\": [{\"housing\": \"critical\", \"support\": 4320}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b8a2514b3474ff35dd290d48d9e1ed2e14fcd21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:56:12.054749+00:00", + "ended_at": "2026-05-04T08:56:23.519237+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9cb0f84232dc1a74", + "problem_id": "v2p_c7_016c4b7815d42ece", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_9cb0f84232dc1a74.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9cb0f84232dc1a74", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 20864, + "output_tokens": 125, + "total_tokens": 21974, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11407.39, + "sql_execution_elapsed_ms_total": 9.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_9cb0f84232dc1a74\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f1aef96eb40f5e23deb0ab4b2ec52f336c43aa3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9cb0f84232dc1a74/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:23.490321+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11407.39, "started_at": "2026-05-04T08:56:12.058791+00:00", "ended_at": "2026-05-04T08:56:23.466795+00:00", "prompt_metrics": {"chars": 6440, "bytes_utf8": 6440, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21849, "cached_input_tokens": 20864, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:56:12.227991Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:14.756779Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "parents", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0465dad5e22450c572c5d29738ecfa0e8e2fd1e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-2d8c-77b2-860d-38fa032d9981"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the provided Grouped Count by Category template with group_col bound to \\\"parents\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21777,"cached_input_tokens":21376,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b6b60df20e04752dea02e749fb90c9e574b3e81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"parents\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY row_count DESC;","notes":"Applied the provided Grouped Count by Category template with group_col bound to \"parents\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0b447d1b7c8d326e93ba092751f7cec0710dd64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:55.723170Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:58.266804Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:05.160126Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5fa2715dba3f6f2b7f6fd69c6d6b8cb619a11ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents. +Result preview: [{"parents": "usual", "row_count": 4320}, {"parents": "pretentious", "row_count": 4320}, {"parents": "great_pret", "row_count": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..63b2359e335a3628ad64054b4cf7ca82e9af15e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_9e588c6095be719a +-- problem_id: v2p_c7_6d902480aaf8609f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS row_count +FROM "c7" +GROUP BY "parents" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fdf80003e3f31540a7e8f15e7882a3ba2c37445 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"parents\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"parents\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"row_count\"], \"rows\": [{\"parents\": \"usual\", \"row_count\": 4320}, {\"parents\": \"pretentious\", \"row_count\": 4320}, {\"parents\": \"great_pret\", \"row_count\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2181d3510ff60c00c213fe7a0f6bfc194100f728 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:59:55.537401+00:00", + "ended_at": "2026-05-04T09:00:06.105516+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9e588c6095be719a", + "problem_id": "v2p_c7_6d902480aaf8609f", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_9e588c6095be719a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9e588c6095be719a", + "api_calls": 0, + "input_tokens": 21777, + "cached_input_tokens": 21376, + "output_tokens": 119, + "total_tokens": 21896, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1686, + "estimated_output_tokens": 71, + "estimated_total_tokens": 1757, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10536.17, + "sql_execution_elapsed_ms_total": 6.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_9e588c6095be719a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c091a617a3242eb68917a9fbe1759f39c38a204 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9e588c6095be719a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:06.092645+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10536.17, "started_at": "2026-05-04T08:59:55.540725+00:00", "ended_at": "2026-05-04T09:00:06.076766+00:00", "prompt_metrics": {"chars": 6159, "bytes_utf8": 6159, "lines": 202, "estimated_tokens": 1686}, "response_metrics": {"chars": 286, "bytes_utf8": 286, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 21777, "cached_input_tokens": 21376, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:59:55.723170Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:58.266804Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8d0a6e5d7b98a69cd929175a03c4c313644ca7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-9586-7451-a34d-66ddff4f9f3a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with bound roles group_col=\\\"class\\\" and target_col=\\\"class\\\", targeting the value 'recommend' in SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":19840,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88ff88b750a440063aa04a3c94dbd320c5cbc022 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Used the provided Tail Target-Rate Extremes template with bound roles group_col=\"class\" and target_col=\"class\", targeting the value 'recommend' in SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d17cea27f3405acee02f563d9082b826a2ba3bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:44.476217Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:46.984188Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:55.050555Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fa59b577bc6d4c2a87c43b32fe70f1c686b020e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class. +Result preview: [{"class": "very_recom", "support": 328, "focus_rate": 0.0}, {"class": "spec_prior", "support": 4044, "focus_rate": 0.0}, {"class": "priority", "support": 4266, "focus_rate": 0.0}, {"class": "not_recom", "support": 4320, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a24fffb5ab96d90a56a57d6524dcbb1d453cd30c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_9eb2b768623b4c1c +-- problem_id: v2p_c7_0522b3c03cb80172 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "class" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce22d654a3da7e739e7acc294040357a89fd335b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"class\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"class\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"class\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"class\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"class\", \"support\", \"focus_rate\"], \"rows\": [{\"class\": \"very_recom\", \"support\": 328, \"focus_rate\": 0.0}, {\"class\": \"spec_prior\", \"support\": 4044, \"focus_rate\": 0.0}, {\"class\": \"priority\", \"support\": 4266, \"focus_rate\": 0.0}, {\"class\": \"not_recom\", \"support\": 4320, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4b542f50676d600947a1acb2425b6ce6d8648ca1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:04:44.291212+00:00", + "ended_at": "2026-05-04T09:04:55.961587+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_9eb2b768623b4c1c", + "problem_id": "v2p_c7_0522b3c03cb80172", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=class, target_col=class.", + "bindings": { + "group_col": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_9eb2b768623b4c1c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9eb2b768623b4c1c", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 22058, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 127, + "estimated_total_tokens": 1953, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11633.76, + "sql_execution_elapsed_ms_total": 8.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_9eb2b768623b4c1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88cb4e52c1b80fe85f0187a5322a9a12475ff7de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:55.945197+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11633.76, "started_at": "2026-05-04T09:04:44.293916+00:00", "ended_at": "2026-05-04T09:04:55.925067+00:00", "prompt_metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 21915, "cached_input_tokens": 19840, "output_tokens": 143}, "stderr_preview": "2026-05-04T09:04:44.476217Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:46.984188Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with bound roles group_col=\\\"class\\\" and target_col=\\\"class\\\", targeting the value 'recommend' in SQLite-compatible syntax.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02d218879657fb93f7cecbf931867390ab3bcbd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_9eb2b768623b4c1c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_9eb2b768623b4c1c", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 22058, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 127, + "estimated_total_tokens": 1953, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11633.76, + "sql_execution_elapsed_ms_total": 8.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_9eb2b768623b4c1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30f6c4f3666c0b0c70b0d51697c9f733a27d830b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6443, "bytes_utf8": 6443, "lines": 206, "estimated_tokens": 1766}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21855, "cached_input_tokens": 6528, "output_tokens": 184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b9c934b667f8a6d0e06357246b67937bed90a7e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a093a6950ab74b0a", + "api_calls": 0, + "input_tokens": 21855, + "cached_input_tokens": 6528, + "output_tokens": 184, + "total_tokens": 22039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1766, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14059.9, + "sql_execution_elapsed_ms_total": 3.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_a093a6950ab74b0a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8ed374b2017f728ae5bd4108694de0a15a1871a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:58:33.740445+00:00", + "ended_at": "2026-05-04T08:58:47.800304+00:00", + "elapsed_ms": 14059.9, + "prompt_metrics": { + "chars": 6443, + "bytes_utf8": 6443, + "lines": 206, + "estimated_tokens": 1766 + }, + "stdout_metrics": { + "chars": 742, + "bytes_utf8": 742, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13243 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 413, + "bytes_utf8": 413, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 21855, + "cached_input_tokens": 6528, + "output_tokens": 184 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b0ff998bbb5652563378f8f1eaa8bf062620824 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,206 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a881e6b283f3f3fab21ff0d94444b8d2dd041f00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-ee10-7e80-9a18-2650fe6cef3e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'critical'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required Filtered Top-k Group Count template with the provided bindings: group_col=\\\"has_nurs\\\", predicate_col=\\\"has_nurs\\\", predicate_op=\\\"=\\\", predicate_value='critical', top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21855,"cached_input_tokens":6528,"output_tokens":184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af81a6d435829bfb681706a3bcea85fd72391849 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"has_nurs\" = 'critical'\nGROUP BY \"has_nurs\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the required Filtered Top-k Group Count template with the provided bindings: group_col=\"has_nurs\", predicate_col=\"has_nurs\", predicate_op=\"=\", predicate_value='critical', top_k=10."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9942327721bfe24eabd1444361f408d0ab1eca1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:33.918256Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:36.365371Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:46.961379Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2eb48e933a2c675483b2a39bfa2195aae57c84f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "critical", "support": 2592}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..09ea2e5b81123d22c26ca41504246cd36d02afdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_a093a6950ab74b0a +-- problem_id: v2p_c7_cb5fe8c91afbd665 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS support +FROM "c7" +WHERE "has_nurs" = 'critical' +GROUP BY "has_nurs" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..209a3a150a4f9a0a174c7090caad6717c21636b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"has_nurs\" = 'critical'\nGROUP BY \"has_nurs\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'critical'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"has_nurs\", \"support\"], \"rows\": [{\"has_nurs\": \"critical\", \"support\": 2592}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59031d6f2257134ba2978e0916b15db1dda53d69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:58:33.736967+00:00", + "ended_at": "2026-05-04T08:58:47.827762+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a093a6950ab74b0a", + "problem_id": "v2p_c7_cb5fe8c91afbd665", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_a093a6950ab74b0a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a093a6950ab74b0a", + "api_calls": 0, + "input_tokens": 21855, + "cached_input_tokens": 6528, + "output_tokens": 184, + "total_tokens": 22039, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1766, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14059.9, + "sql_execution_elapsed_ms_total": 3.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_a093a6950ab74b0a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d24c43e64b14dd298bc4e86d16f72bdaa8853e3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a093a6950ab74b0a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:47.817005+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14059.9, "started_at": "2026-05-04T08:58:33.740445+00:00", "ended_at": "2026-05-04T08:58:47.800304+00:00", "prompt_metrics": {"chars": 6443, "bytes_utf8": 6443, "lines": 206, "estimated_tokens": 1766}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21855, "cached_input_tokens": 6528, "output_tokens": 184}, "stderr_preview": "2026-05-04T08:58:33.918256Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:36.365371Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=health, condition_col=health.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "priority", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5a8a27ed68e064d4bcf71e0575bfc84fe266680 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-d275-72e1-94cd-99d70737c88a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"health\\\",\\n AVG(CASE WHEN \\\"health\\\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"health\\\" and condition_col=\\\"health\\\". Since grouping and condition use the same column, each health category will yield a rate of either 1 or 0.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21866,"cached_input_tokens":19840,"output_tokens":187}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09b700c566c4a1dd5d568d512720d0d9b8c0f031 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"health\",\n AVG(CASE WHEN \"health\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"health\" and condition_col=\"health\". Since grouping and condition use the same column, each health category will yield a rate of either 1 or 0."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac52a39f8c2c39587be0e65aec3b040e5c2d62b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:10.304743Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:12.615447Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:22.438765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..be91fd1c186cec348491e949f9acbc91e3b84085 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=health, condition_col=health. +Result preview: [{"health": "priority", "condition_rate": 1.0}, {"health": "recommended", "condition_rate": 0.0}, {"health": "not_recom", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..57650a477e063ae3bf84beaa22daed53f4afff8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_a29f7564b80c26b0 +-- problem_id: v2p_c7_3048bffdae7b112e +-- realization_mode: agent +-- source_kind: agent +SELECT "health", + AVG(CASE WHEN "health" = 'priority' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "health" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c172b9a5c2d928d7f3a979577b9d4366cf242b2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"health\",\n AVG(CASE WHEN \"health\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"health\\\",\\n AVG(CASE WHEN \\\"health\\\" = 'priority' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"health\", \"condition_rate\"], \"rows\": [{\"health\": \"priority\", \"condition_rate\": 1.0}, {\"health\": \"recommended\", \"condition_rate\": 0.0}, {\"health\": \"not_recom\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3099ea080ffae22c83bcc51793ff24e7e8767db1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:55:10.043199+00:00", + "ended_at": "2026-05-04T08:55:23.405235+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a29f7564b80c26b0", + "problem_id": "v2p_c7_3048bffdae7b112e", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=health, condition_col=health.", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "priority", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_a29f7564b80c26b0.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a29f7564b80c26b0", + "api_calls": 0, + "input_tokens": 21866, + "cached_input_tokens": 19840, + "output_tokens": 187, + "total_tokens": 22053, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1775, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1885, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13313.54, + "sql_execution_elapsed_ms_total": 7.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_a29f7564b80c26b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7bce50936506e2db1897b1a9e0e866d5486ba0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a29f7564b80c26b0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:23.390177+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13313.54, "started_at": "2026-05-04T08:55:10.046460+00:00", "ended_at": "2026-05-04T08:55:23.359693+00:00", "prompt_metrics": {"chars": 6509, "bytes_utf8": 6509, "lines": 207, "estimated_tokens": 1775}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21866, "cached_input_tokens": 19840, "output_tokens": 187}, "stderr_preview": "2026-05-04T08:55:10.304743Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:12.615447Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=housing, condition_col=housing.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "critical", + "positive_value": "convenient", + "negative_value": "critical", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30a7cb795094186034998abb6f37417ebd370c94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-bba6-7830-8abf-0d042a69a828"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"housing\\\" and condition_col=\\\"housing\\\", using condition_value='critical' in SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21865,"cached_input_tokens":20864,"output_tokens":182}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a92df52de4d556a28214ce9b45c164f0ee687d79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"housing\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"housing\" and condition_col=\"housing\", using condition_value='critical' in SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06c770335a24b0d65673c9b98cd088a15b26d119 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:58.902804Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:01.248303Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:10.477289Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9a216c147869c82d39fa40d7f59da0e9273f799 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=housing, condition_col=housing. +Result preview: [{"housing": "critical", "condition_rate": 1.0}, {"housing": "less_conv", "condition_rate": 0.0}, {"housing": "convenient", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..18afa6076461fec8170a76b563388a67632e8d08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_a528de88b5049027 +-- problem_id: v2p_c7_e97c4ef371c78aa3 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "housing" = 'critical' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e477987cead4d3c484591e191a85548e9b270d46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"housing\",\n AVG(CASE WHEN \"housing\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"housing\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"housing\\\",\\n AVG(CASE WHEN \\\"housing\\\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"housing\", \"condition_rate\"], \"rows\": [{\"housing\": \"critical\", \"condition_rate\": 1.0}, {\"housing\": \"less_conv\", \"condition_rate\": 0.0}, {\"housing\": \"convenient\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ba163f3f30b31d7cafff99c17bb81ec3686a8e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:53:58.681165+00:00", + "ended_at": "2026-05-04T08:54:11.412819+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a528de88b5049027", + "problem_id": "v2p_c7_e97c4ef371c78aa3", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=housing, condition_col=housing.", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "critical", + "positive_value": "convenient", + "negative_value": "critical", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_a528de88b5049027.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a528de88b5049027", + "api_calls": 0, + "input_tokens": 21865, + "cached_input_tokens": 20864, + "output_tokens": 182, + "total_tokens": 22047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1774, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12692.41, + "sql_execution_elapsed_ms_total": 8.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_a528de88b5049027\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7172d575d6faf57a7e410e3a7f60deb41665a5ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a528de88b5049027/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:11.396056+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12692.41, "started_at": "2026-05-04T08:53:58.685587+00:00", "ended_at": "2026-05-04T08:54:11.377722+00:00", "prompt_metrics": {"chars": 6518, "bytes_utf8": 6518, "lines": 207, "estimated_tokens": 1774}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21865, "cached_input_tokens": 20864, "output_tokens": 182}, "stderr_preview": "2026-05-04T08:53:58.902804Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:01.248303Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=parents.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "parents", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..323bb29c6ed0ca8be0c369fab6c525a6d3880f30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-8d5d-7050-8bf8-2f0f0cc64ff1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY support ASC, \\\"parents\\\"\\nLIMIT 19;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"parents\\\" and top_k set to 19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21812,"cached_input_tokens":20864,"output_tokens":108}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7133e3b8cee3fd0c029045975854bb997ff46b2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"parents\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY support ASC, \"parents\"\nLIMIT 19;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"parents\" and top_k set to 19."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7be759a4f9c636bf55b39714ec2aa239806f7f2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:58.999878Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:01.436827Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:09.218083Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d22a42099bd2bdff3a1ca792924726e81a6cca1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=parents. +Result preview: [{"parents": "great_pret", "support": 4320}, {"parents": "pretentious", "support": 4320}, {"parents": "usual", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e331ae5432b31995f35757cdd93847aa9270c5fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_a583fa65b5adf1e3 +-- problem_id: v2p_c7_4e3e66ae8e468aa5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents" +ORDER BY support ASC, "parents" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..897c23792a81f461d52cdb220d7f30640cfcc758 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"parents\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY support ASC, \"parents\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY support ASC, \\\"parents\\\"\\nLIMIT 19;\", \"columns\": [\"parents\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320}, {\"parents\": \"pretentious\", \"support\": 4320}, {\"parents\": \"usual\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..37b042b22c8bc26736b2f01163c11c80f227affc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:07:58.805742+00:00", + "ended_at": "2026-05-04T09:08:09.929454+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a583fa65b5adf1e3", + "problem_id": "v2p_c7_4e3e66ae8e468aa5", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_a583fa65b5adf1e3.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a583fa65b5adf1e3", + "api_calls": 0, + "input_tokens": 21812, + "cached_input_tokens": 20864, + "output_tokens": 108, + "total_tokens": 21920, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1723, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1806, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11086.47, + "sql_execution_elapsed_ms_total": 6.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_a583fa65b5adf1e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85cfe314b9f43f18e27b11bbca623a132ea9e5a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a583fa65b5adf1e3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:09.913503+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11086.47, "started_at": "2026-05-04T09:07:58.809955+00:00", "ended_at": "2026-05-04T09:08:09.896422+00:00", "prompt_metrics": {"chars": 6241, "bytes_utf8": 6241, "lines": 202, "estimated_tokens": 1723}, "response_metrics": {"chars": 311, "bytes_utf8": 311, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21812, "cached_input_tokens": 20864, "output_tokens": 108}, "stderr_preview": "2026-05-04T09:07:58.999878Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:01.436827Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=parents.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "parents", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e6e5c436a58734c11a03ee950d88cbae2de4e50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-63e1-7440-8f14-c6cff4dcf52f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY support ASC, \\\"parents\\\"\\nLIMIT 14;\",\"notes\":\"Used the provided Low-Support Group Count template with group_col bound to \\\"parents\\\" and top_k set to 14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21810,"cached_input_tokens":20864,"output_tokens":110}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e235add635f3426c924a2d0bba7ef8d448b1e340 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"parents\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY support ASC, \"parents\"\nLIMIT 14;","notes":"Used the provided Low-Support Group Count template with group_col bound to \"parents\" and top_k set to 14."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d70ddbda17e0ebee60f17938d43a2c08d4169542 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:48.395324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:50.795584Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:57.956730Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..70666e5b25f25ae4e880b493f2b2ceda14306ad7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=parents. +Result preview: [{"parents": "great_pret", "support": 4320}, {"parents": "pretentious", "support": 4320}, {"parents": "usual", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..74f7b6cd70cd40e71b40019fdd1ca2369f43ffe6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_a5ae1eb89695f8de +-- problem_id: v2p_c7_3471a900cd7afcbe +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents" +ORDER BY support ASC, "parents" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a730e555fd3e2ac80ea998f9936f1e24aff887e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"parents\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY support ASC, \"parents\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"parents\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY support ASC, \\\"parents\\\"\\nLIMIT 14;\", \"columns\": [\"parents\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"support\": 4320}, {\"parents\": \"pretentious\", \"support\": 4320}, {\"parents\": \"usual\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8449b6876a04efaf32e14ea18a6413a7db635ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:07:48.202977+00:00", + "ended_at": "2026-05-04T09:07:58.803388+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a5ae1eb89695f8de", + "problem_id": "v2p_c7_3471a900cd7afcbe", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_mass_similarity with semantic role count_distribution. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_a5ae1eb89695f8de.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a5ae1eb89695f8de", + "api_calls": 0, + "input_tokens": 21810, + "cached_input_tokens": 20864, + "output_tokens": 110, + "total_tokens": 21920, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1721, + "estimated_output_tokens": 83, + "estimated_total_tokens": 1804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10535.97, + "sql_execution_elapsed_ms_total": 9.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_a5ae1eb89695f8de\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8eb0526a0f5e909430bb186b1b0bd12e085ede8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a5ae1eb89695f8de/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:58.785905+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10535.97, "started_at": "2026-05-04T09:07:48.205580+00:00", "ended_at": "2026-05-04T09:07:58.742211+00:00", "prompt_metrics": {"chars": 6239, "bytes_utf8": 6239, "lines": 202, "estimated_tokens": 1721}, "response_metrics": {"chars": 311, "bytes_utf8": 311, "lines": 1, "estimated_tokens": 83}, "usage": {"input_tokens": 21810, "cached_input_tokens": 20864, "output_tokens": 110}, "stderr_preview": "2026-05-04T09:07:48.395324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:50.795584Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=form, condition_col=form.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "complete", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..209b630183310cd26abbdffdb67e0ea09fdc0edc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-d43c-70d0-9dae-73f09f6f33c6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"form\\\",\\n AVG(CASE WHEN \\\"form\\\" = 'complete' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"form\\\" and condition_col=\\\"form\\\", using condition_value='complete'. This measures the within-group proportion of rows where form is complete for each form group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21862,"cached_input_tokens":20864,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56f5e8f0f38aefd1f816546bc46076ae18d30f81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"form\",\n AVG(CASE WHEN \"form\" = 'complete' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"form\" and condition_col=\"form\", using condition_value='complete'. This measures the within-group proportion of rows where form is complete for each form group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99a803d465bed824f3bdeb33a9e6f29c1ffda643 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:59.643566Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:01.968009Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:10.434489Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..edd9e379930fcd4b120a9d833687bfcd5b5106f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=form, condition_col=form. +Result preview: [{"form": "complete", "condition_rate": 1.0}, {"form": "incomplete", "condition_rate": 0.0}, {"form": "foster", "condition_rate": 0.0}, {"form": "completed", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd19508e3d45b4c1fc87b4f4a8e0b6cae49c4e64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_a6c077b5a3cd393c +-- problem_id: v2p_c7_361e791f1e71b1d4 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", + AVG(CASE WHEN "form" = 'complete' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "form" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0aa487680edb3c2c9fb2427e1cba849a1f41373d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"form\",\n AVG(CASE WHEN \"form\" = 'complete' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"form\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"form\\\",\\n AVG(CASE WHEN \\\"form\\\" = 'complete' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"form\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"form\", \"condition_rate\"], \"rows\": [{\"form\": \"complete\", \"condition_rate\": 1.0}, {\"form\": \"incomplete\", \"condition_rate\": 0.0}, {\"form\": \"foster\", \"condition_rate\": 0.0}, {\"form\": \"completed\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..31b0b128ded5fedea427917f8bed67ad5e9f8662 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:52:59.393463+00:00", + "ended_at": "2026-05-04T08:53:11.531674+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a6c077b5a3cd393c", + "problem_id": "v2p_c7_361e791f1e71b1d4", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=form, condition_col=form.", + "bindings": { + "group_col": "form", + "condition_col": "form", + "condition_value": "complete", + "positive_value": "complete", + "negative_value": "completed", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_a6c077b5a3cd393c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a6c077b5a3cd393c", + "api_calls": 0, + "input_tokens": 21862, + "cached_input_tokens": 20864, + "output_tokens": 151, + "total_tokens": 22013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1771, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1879, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12099.16, + "sql_execution_elapsed_ms_total": 9.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_a6c077b5a3cd393c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..610dc01e8cc2018546d4c4a71cd73be21db3b626 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6c077b5a3cd393c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:11.514672+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12099.16, "started_at": "2026-05-04T08:52:59.397380+00:00", "ended_at": "2026-05-04T08:53:11.496342+00:00", "prompt_metrics": {"chars": 6508, "bytes_utf8": 6508, "lines": 207, "estimated_tokens": 1771}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21862, "cached_input_tokens": 20864, "output_tokens": 151}, "stderr_preview": "2026-05-04T08:52:59.643566Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:01.968009Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=has_nurs.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4ee3c76b9585c934e5110f35aa1db741ccc05e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-0525-7801-b495-982487bc2d10"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"has_nurs\\\"\\nLIMIT 13;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=has_nurs, and top_k=13. SQLite-compatible single-table SELECT only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21883,"cached_input_tokens":20864,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b61ba56e6b1bf811e22c7d222ea134fbdb8b42f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY support ASC, \"parents\", \"has_nurs\"\nLIMIT 13;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=has_nurs, and top_k=13. SQLite-compatible single-table SELECT only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d8afc0d71929d06db4570ab56ccdccb0532a8d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:35.213105Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:37.555414Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:46.498311Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fd28638d768d5ff1ee65b66cbdb93d3b259163b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=has_nurs. +Result preview: [{"parents": "great_pret", "has_nurs": "critical", "support": 864}, {"parents": "great_pret", "has_nurs": "improper", "support": 864}, {"parents": "great_pret", "has_nurs": "less_proper", "support": 864}, {"parents": "great_pret", "has_nurs": "proper", "support": 864}, {"parents": "great_pret", "has_nurs": "very_crit", "support": 864}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc1242206f67000f106c389c69ec1ede5cd95305 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_a6f7a562d4052730 +-- problem_id: v2p_c7_1a753a9071c30014 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY support ASC, "parents", "has_nurs" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77af6838686797755362d17236056e3547beb492 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"has_nurs\"\nORDER BY support ASC, \"parents\", \"has_nurs\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"has_nurs\\\"\\nLIMIT 13;\", \"columns\": [\"parents\", \"has_nurs\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"great_pret\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"less_proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"proper\", \"support\": 864}, {\"parents\": \"pretentious\", \"has_nurs\": \"very_crit\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"critical\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"improper\", \"support\": 864}, {\"parents\": \"usual\", \"has_nurs\": \"less_proper\", \"support\": 864}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..02799984360edff7c0325ea84e957df48a97ef74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:09:35.016054+00:00", + "ended_at": "2026-05-04T09:09:47.362097+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a6f7a562d4052730", + "problem_id": "v2p_c7_1a753a9071c30014", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=has_nurs.", + "bindings": { + "group_col": "parents", + "group_col_2": "has_nurs", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_a6f7a562d4052730.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a6f7a562d4052730", + "api_calls": 0, + "input_tokens": 21883, + "cached_input_tokens": 20864, + "output_tokens": 130, + "total_tokens": 22013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1794, + "estimated_output_tokens": 114, + "estimated_total_tokens": 1908, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12299.38, + "sql_execution_elapsed_ms_total": 15.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_a6f7a562d4052730\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7beadbd1ee357a4945e1505de8aed1cb688aaa9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a6f7a562d4052730/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:09:47.337176+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12299.38, "started_at": "2026-05-04T09:09:35.019384+00:00", "ended_at": "2026-05-04T09:09:47.317428+00:00", "prompt_metrics": {"chars": 6417, "bytes_utf8": 6417, "lines": 204, "estimated_tokens": 1794}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 21883, "cached_input_tokens": 20864, "output_tokens": 130}, "stderr_preview": "2026-05-04T09:09:35.213105Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:37.555414Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=social, condition_col=social.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "nonprob", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f39ff5bf4487a8d9a64bfe1090c1df0a00214e33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-45cf-7281-a637-94e90ae5c22c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"social\\\",\\n AVG(CASE WHEN \\\"social\\\" = 'nonprob' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"social\\\" and condition_col=\\\"social\\\", condition_value='nonprob'. Since the grouping column and condition column are the same, each group's rate is 1.0 for 'nonprob' and 0.0 for other social categories.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21867,"cached_input_tokens":19840,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d01cc92c7bd52fe7da65207579cd4eebac96fec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"social\",\n AVG(CASE WHEN \"social\" = 'nonprob' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"social\" and condition_col=\"social\", condition_value='nonprob'. Since the grouping column and condition column are the same, each group's rate is 1.0 for 'nonprob' and 0.0 for other social categories."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..537951f9b49d561ad36cbde38e786f6fabfd198b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:34.240831Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:36.624534Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:44.541944Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..27c526102e4d89e3b1be7999adc1fa4e44e270a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=social, condition_col=social. +Result preview: [{"social": "nonprob", "condition_rate": 1.0}, {"social": "slightly_prob", "condition_rate": 0.0}, {"social": "problematic", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e53f9c0307e13a30dc3c87c1762ccecb06924092 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_a8ea64a380c24c69 +-- problem_id: v2p_c7_e430332438ed5aae +-- realization_mode: agent +-- source_kind: agent +SELECT "social", + AVG(CASE WHEN "social" = 'nonprob' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "social" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fc57510f3681e821e141dec1b5f6a323a9e35b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"social\",\n AVG(CASE WHEN \"social\" = 'nonprob' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"social\\\",\\n AVG(CASE WHEN \\\"social\\\" = 'nonprob' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"social\", \"condition_rate\"], \"rows\": [{\"social\": \"nonprob\", \"condition_rate\": 1.0}, {\"social\": \"slightly_prob\", \"condition_rate\": 0.0}, {\"social\": \"problematic\", \"condition_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b190ca018d4e0458ee7c6deb5bb563000c67c535 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:54:34.014970+00:00", + "ended_at": "2026-05-04T08:54:45.699638+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_a8ea64a380c24c69", + "problem_id": "v2p_c7_e430332438ed5aae", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=social, condition_col=social.", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "nonprob", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_a8ea64a380c24c69.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_a8ea64a380c24c69", + "api_calls": 0, + "input_tokens": 21867, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 22010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1776, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11646.6, + "sql_execution_elapsed_ms_total": 7.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_a8ea64a380c24c69\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..545495960733c507974df7dc3d408ec1e4f998bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_a8ea64a380c24c69/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:45.683899+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11646.6, "started_at": "2026-05-04T08:54:34.019815+00:00", "ended_at": "2026-05-04T08:54:45.659957+00:00", "prompt_metrics": {"chars": 6516, "bytes_utf8": 6516, "lines": 207, "estimated_tokens": 1776}, "response_metrics": {"chars": 500, "bytes_utf8": 500, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 21867, "cached_input_tokens": 19840, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:54:34.240831Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:36.624534Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "health", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "complete", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2daa2b18b63ee63299824b0eca01f57795e56a1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-0fb8-7d82-b6e9-2adb6306b040"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'complete'\\nGROUP BY \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"health\\\", predicate_col=\\\"form\\\", predicate_value='complete', and top_k=17 in SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":20864,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de488fd9a0a5e843a8ea4a32cd8e40b75a77d8fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"health\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"form\" = 'complete'\nGROUP BY \"health\"\nORDER BY support DESC\nLIMIT 17;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"health\", predicate_col=\"form\", predicate_value='complete', and top_k=17 in SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb4e2a5749a7cab7b6408907a60f9e6c1e353417 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:37.021383Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:39.442022Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:47.789974Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b9898e945dadb275899039ea941a2353aff4341 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=health. +Result preview: [{"health": "recommended", "support": 1080}, {"health": "priority", "support": 1080}, {"health": "not_recom", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7964631c786ec3cd092e9520dbc43808aad84ffb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_ac6284de639c2c02 +-- problem_id: v2p_c7_3427f2c75da9e95b +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS support +FROM "c7" +WHERE "form" = 'complete' +GROUP BY "health" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d73f90aa043f2aa914821577cea1a8abe77b07c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"health\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"form\" = 'complete'\nGROUP BY \"health\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'complete'\\nGROUP BY \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"health\", \"support\"], \"rows\": [{\"health\": \"recommended\", \"support\": 1080}, {\"health\": \"priority\", \"support\": 1080}, {\"health\": \"not_recom\", \"support\": 1080}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d71988b30adf8285a0130af3f2221a55c60e16e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:57:36.813501+00:00", + "ended_at": "2026-05-04T08:57:48.737206+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_ac6284de639c2c02", + "problem_id": "v2p_c7_3427f2c75da9e95b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "complete", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_ac6284de639c2c02.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ac6284de639c2c02", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 20864, + "output_tokens": 147, + "total_tokens": 21996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11893.03, + "sql_execution_elapsed_ms_total": 4.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_ac6284de639c2c02\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9db1daa52eb5e4cba7185b8fa066fdc8a5cc84e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ac6284de639c2c02/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:48.725764+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11893.03, "started_at": "2026-05-04T08:57:36.816588+00:00", "ended_at": "2026-05-04T08:57:48.709981+00:00", "prompt_metrics": {"chars": 6437, "bytes_utf8": 6437, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21849, "cached_input_tokens": 20864, "output_tokens": 147}, "stderr_preview": "2026-05-04T08:57:37.021383Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:39.442022Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "inconv", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4119153c78c6d8e1105d8a25d4cdb339328838c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-251c-7522-9366-cf925793ada9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col bound to \\\"has_nurs\\\" and predicate finance = 'inconv' on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21852,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0defba9dabed077ea1b9b12ce48b468dc9fdb8f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"finance\" = 'inconv'\nGROUP BY \"has_nurs\"\nORDER BY support DESC\nLIMIT 15;","notes":"Applied the required Filtered Top-k Group Count template with group_col bound to \"has_nurs\" and predicate finance = 'inconv' on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..707b86e63082ae609ddc1c264822086d005621b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:48.021109Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:50.465427Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:59.194014Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50d3cb6ea4e7e862337bc19222bd86ae80f0786d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "very_crit", "support": 1296}, {"has_nurs": "proper", "support": 1296}, {"has_nurs": "less_proper", "support": 1296}, {"has_nurs": "improper", "support": 1296}, {"has_nurs": "critical", "support": 1296}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2eddcffd6e7c96976914f4ca462b8275b36d386 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_ade4484581f1b4e6 +-- problem_id: v2p_c7_dcdb099e03de4f47 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS support +FROM "c7" +WHERE "finance" = 'inconv' +GROUP BY "has_nurs" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9039c24abf240c94f6d9adc343300eb14c89f337 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"has_nurs\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"finance\" = 'inconv'\nGROUP BY \"has_nurs\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'inconv'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"has_nurs\", \"support\"], \"rows\": [{\"has_nurs\": \"very_crit\", \"support\": 1296}, {\"has_nurs\": \"proper\", \"support\": 1296}, {\"has_nurs\": \"less_proper\", \"support\": 1296}, {\"has_nurs\": \"improper\", \"support\": 1296}, {\"has_nurs\": \"critical\", \"support\": 1296}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9e2308df6eccf76f3c20804aa825271de9bbf62c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:58:47.830048+00:00", + "ended_at": "2026-05-04T08:59:00.132295+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_ade4484581f1b4e6", + "problem_id": "v2p_c7_dcdb099e03de4f47", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "inconv", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_ade4484581f1b4e6.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ade4484581f1b4e6", + "api_calls": 0, + "input_tokens": 21852, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 21969, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1763, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1864, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12260.02, + "sql_execution_elapsed_ms_total": 5.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_ade4484581f1b4e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e23cbf4cd60692b73f582e2489d2e77b5bf055ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ade4484581f1b4e6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:00.117479+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12260.02, "started_at": "2026-05-04T08:58:47.834270+00:00", "ended_at": "2026-05-04T08:59:00.084944+00:00", "prompt_metrics": {"chars": 6441, "bytes_utf8": 6441, "lines": 206, "estimated_tokens": 1763}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21852, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:58:48.021109Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:50.465427Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=social, condition_col=social.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "nonprob", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..546da5b4d037b23c451b2fbad634be8b22e22d4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-cc0f-75f0-8c28-14c47c91aa3d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"social\\\",\\n SUM(CASE WHEN \\\"social\\\" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"social\\\" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"social\\\"\\n)\\nSELECT \\\"social\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Uses the provided grouped ratio template with group_col and condition_col both bound to \\\"social\\\", comparing 'nonprob' to 'problematic'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22014,"cached_input_tokens":19840,"output_tokens":213}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0b8758861594b7e346b0f5304a45da771bea74b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"social\",\n SUM(CASE WHEN \"social\" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"social\" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"social\"\n)\nSELECT \"social\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Uses the provided grouped ratio template with group_col and condition_col both bound to \"social\", comparing 'nonprob' to 'problematic'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a58b641e63cb8813a34abf03612cdb1ee49e45a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:46:24.377679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:46:26.750028Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:46:36.534513Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a993f806565a03871e7935d39ff13f258b7891ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=social, condition_col=social. +Result preview: [{"social": "problematic", "condition_ratio": 0.0}, {"social": "nonprob", "condition_ratio": null}, {"social": "slightly_prob", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..13cabb2c8f936a0c0303b72ffcd252d1fdda57a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_b2c8013b3d56eab8 +-- problem_id: v2p_c7_2783a6b10e1d593f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "social", + SUM(CASE WHEN "social" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "social" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "social" +) +SELECT "social", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cd34f069a407e1b03893d77288834eeacc3f0c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"social\",\n SUM(CASE WHEN \"social\" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"social\" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"social\"\n)\nSELECT \"social\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"social\\\",\\n SUM(CASE WHEN \\\"social\\\" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"social\\\" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"social\\\"\\n)\\nSELECT \\\"social\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"social\", \"condition_ratio\"], \"rows\": [{\"social\": \"problematic\", \"condition_ratio\": 0.0}, {\"social\": \"nonprob\", \"condition_ratio\": null}, {\"social\": \"slightly_prob\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b77f00435d72803b1c9e114997e3d03f1b47eab5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:46:24.103850+00:00", + "ended_at": "2026-05-04T08:46:37.356957+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b2c8013b3d56eab8", + "problem_id": "v2p_c7_2783a6b10e1d593f", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=social, condition_col=social.", + "bindings": { + "group_col": "social", + "condition_col": "social", + "condition_value": "nonprob", + "positive_value": "nonprob", + "negative_value": "problematic", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_b2c8013b3d56eab8.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b2c8013b3d56eab8", + "api_calls": 0, + "input_tokens": 22014, + "cached_input_tokens": 19840, + "output_tokens": 213, + "total_tokens": 22227, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1923, + "estimated_output_tokens": 163, + "estimated_total_tokens": 2086, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13214.34, + "sql_execution_elapsed_ms_total": 8.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_b2c8013b3d56eab8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfe3be862f902a520a795074fceef61a9b083471 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b2c8013b3d56eab8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:46:37.340417+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13214.34, "started_at": "2026-05-04T08:46:24.107152+00:00", "ended_at": "2026-05-04T08:46:37.320762+00:00", "prompt_metrics": {"chars": 7071, "bytes_utf8": 7071, "lines": 207, "estimated_tokens": 1923}, "response_metrics": {"chars": 631, "bytes_utf8": 631, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 22014, "cached_input_tokens": 19840, "output_tokens": 213}, "stderr_preview": "2026-05-04T08:46:24.377679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:46:26.750028Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2afd40501d190b8b30107eb3edb9826f08f5c07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-6857-71d3-b36c-e4086ef5ff64"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '1'\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col and predicate_col both bound to \\\"children\\\", filtering for the value '1' in SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21847,"cached_input_tokens":20864,"output_tokens":114}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e6f2aa02ec47c214041e30b6dfdef63b6f3c185 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"children\" = '1'\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the provided Filtered Top-k Group Count template with group_col and predicate_col both bound to \"children\", filtering for the value '1' in SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28d5c8d228e23f9d01a5ff74aac7405180650e76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:48.620338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:51.079780Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:59.710398Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3decc3972751ffa4a99d2d268fbb301b0ae4d9b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children. +Result preview: [{"children": "1", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..abdd4a648eae556b2f769648b7b051f2d6ca0a5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_b5fb259f0c66dfaa +-- problem_id: v2p_c7_35a30d683d76c70d +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "c7" +WHERE "children" = '1' +GROUP BY "children" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f448890e25f02440003985846987cb0e19c880f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"children\" = '1'\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"children\\\" = '1'\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"1\", \"support\": 3240}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f72529189cdaaa6309c205be039a526f34198b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:55:48.379705+00:00", + "ended_at": "2026-05-04T08:56:00.551381+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b5fb259f0c66dfaa", + "problem_id": "v2p_c7_35a30d683d76c70d", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": "=", + "predicate_value": "1", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_b5fb259f0c66dfaa.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b5fb259f0c66dfaa", + "api_calls": 0, + "input_tokens": 21847, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 21961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1758, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12139.18, + "sql_execution_elapsed_ms_total": 3.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_b5fb259f0c66dfaa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5dc7529938e58bf20a033e2b3076546af39e73b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b5fb259f0c66dfaa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:00.539584+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12139.18, "started_at": "2026-05-04T08:55:48.382900+00:00", "ended_at": "2026-05-04T08:56:00.522274+00:00", "prompt_metrics": {"chars": 6435, "bytes_utf8": 6435, "lines": 206, "estimated_tokens": 1758}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21847, "cached_input_tokens": 20864, "output_tokens": 114}, "stderr_preview": "2026-05-04T08:55:48.620338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:51.079780Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=housing, condition_col=housing.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "critical", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c627ab6a48791926da0089fc215ca743d0bb6e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-55df-74f1-b5ee-69fb0384d771"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"housing\\\",\\n SUM(CASE WHEN \\\"housing\\\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"housing\\\" = 'critical' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"housing\\\"\\n)\\nSELECT \\\"housing\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template with group_col=\\\"housing\\\" and condition_col=\\\"housing\\\", using positive_value='convenient' and negative_value='critical'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22015,"cached_input_tokens":19840,"output_tokens":202}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0b6264a1004db1c47367be0be93e661b8d351ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"housing\",\n SUM(CASE WHEN \"housing\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"housing\" = 'critical' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"housing\"\n)\nSELECT \"housing\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template with group_col=\"housing\" and condition_col=\"housing\", using positive_value='convenient' and negative_value='critical'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0fa814c91fc9cbb85827b1487c12030af15d24a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:45:54.125655Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:45:56.991654Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:46:09.088182Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..00a05076c2e96431e7100994427bbf10887b1b13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=housing, condition_col=housing. +Result preview: [{"housing": "critical", "condition_ratio": 0.0}, {"housing": "convenient", "condition_ratio": null}, {"housing": "less_conv", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..134be1a698c87aab125a24e07ef3ab9c89054a9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_b6a8ff3a6c17ee6f +-- problem_id: v2p_c7_b20a29c66a867ffc +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "housing", + SUM(CASE WHEN "housing" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "housing" = 'critical' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "housing" +) +SELECT "housing", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ec690026dcb4edd0595ddbc08e8100e2278269e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"housing\",\n SUM(CASE WHEN \"housing\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"housing\" = 'critical' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"housing\"\n)\nSELECT \"housing\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"housing\\\",\\n SUM(CASE WHEN \\\"housing\\\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"housing\\\" = 'critical' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"housing\\\"\\n)\\nSELECT \\\"housing\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"housing\", \"condition_ratio\"], \"rows\": [{\"housing\": \"critical\", \"condition_ratio\": 0.0}, {\"housing\": \"convenient\", \"condition_ratio\": null}, {\"housing\": \"less_conv\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2344ef206318985efdbc05c98af0a3f3093a9d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:45:53.818816+00:00", + "ended_at": "2026-05-04T08:46:09.886853+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b6a8ff3a6c17ee6f", + "problem_id": "v2p_c7_b20a29c66a867ffc", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=housing, condition_col=housing.", + "bindings": { + "group_col": "housing", + "condition_col": "housing", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "critical", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_b6a8ff3a6c17ee6f.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b6a8ff3a6c17ee6f", + "api_calls": 0, + "input_tokens": 22015, + "cached_input_tokens": 19840, + "output_tokens": 202, + "total_tokens": 22217, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1924, + "estimated_output_tokens": 177, + "estimated_total_tokens": 2101, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16028.21, + "sql_execution_elapsed_ms_total": 8.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_b6a8ff3a6c17ee6f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..456dda850bf494940d7ba522b107515d62cb389c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b6a8ff3a6c17ee6f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:46:09.869903+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16028.21, "started_at": "2026-05-04T08:45:53.824255+00:00", "ended_at": "2026-05-04T08:46:09.852341+00:00", "prompt_metrics": {"chars": 7078, "bytes_utf8": 7078, "lines": 207, "estimated_tokens": 1924}, "response_metrics": {"chars": 717, "bytes_utf8": 717, "lines": 1, "estimated_tokens": 177}, "usage": {"input_tokens": 22015, "cached_input_tokens": 19840, "output_tokens": 202}, "stderr_preview": "2026-05-04T08:45:54.125655Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:45:56.991654Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=health.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e7af296319fdf26ca89509f7b2c97678fd5f27b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-2710-7363-9e62-318db53507d2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Uses the provided Two-Dimensional Top-k Count template with group_col=\\\"parents\\\", group_col_2=\\\"health\\\", and top_k=13. SQLite-compatible and limited to the single provided table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21842,"cached_input_tokens":20864,"output_tokens":112}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8337b7c48c1bfcd78b5146363959027a2206766b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"health\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY support DESC\nLIMIT 13;","notes":"Uses the provided Two-Dimensional Top-k Count template with group_col=\"parents\", group_col_2=\"health\", and top_k=13. SQLite-compatible and limited to the single provided table."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca558b4f00f47fdfda424f0d96279fcb12ac4459 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:05.182798Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:07.702592Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:14.884608Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..56dd53074464992b9c992d8095791e1af980d26d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=health. +Result preview: [{"parents": "great_pret", "health": "not_recom", "support": 1440}, {"parents": "great_pret", "health": "priority", "support": 1440}, {"parents": "great_pret", "health": "recommended", "support": 1440}, {"parents": "pretentious", "health": "not_recom", "support": 1440}, {"parents": "pretentious", "health": "priority", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c956375fc3f23583ea65969d008922591a18532 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_b7cc2edc7ff12534 +-- problem_id: v2p_c7_785b052088687dd2 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "health", COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "health" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d0fffa4196c15875bd72acd51bc8e4a6d59c23f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"health\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"health\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"health\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"health\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"parents\", \"health\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"great_pret\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"great_pret\", \"health\": \"recommended\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"pretentious\", \"health\": \"recommended\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"not_recom\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"priority\", \"support\": 1440}, {\"parents\": \"usual\", \"health\": \"recommended\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d4bba3418fbcbc2a803db6f607dc0d629b944944 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:02:04.905394+00:00", + "ended_at": "2026-05-04T09:02:15.619393+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b7cc2edc7ff12534", + "problem_id": "v2p_c7_785b052088687dd2", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=health.", + "bindings": { + "group_col": "parents", + "group_col_2": "health", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_b7cc2edc7ff12534.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b7cc2edc7ff12534", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 20864, + "output_tokens": 112, + "total_tokens": 21954, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10659.55, + "sql_execution_elapsed_ms_total": 12.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_b7cc2edc7ff12534\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc4c2f1de440984fefe76000fc199c07699cba52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b7cc2edc7ff12534/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:15.596099+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10659.55, "started_at": "2026-05-04T09:02:04.908850+00:00", "ended_at": "2026-05-04T09:02:15.568231+00:00", "prompt_metrics": {"chars": 6350, "bytes_utf8": 6350, "lines": 204, "estimated_tokens": 1753}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21842, "cached_input_tokens": 20864, "output_tokens": 112}, "stderr_preview": "2026-05-04T09:02:05.182798Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:07.702592Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "very_recom", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd17d8522efef8d62e99864fd9143efb89eae471 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-3e41-7101-b76a-de879bd1935d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'very_recom'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Filled the required template roles exactly as bound: grouped by \\\"class\\\" and filtered on \\\"class\\\" = 'very_recom' using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21851,"cached_input_tokens":20864,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d1cc08c9e8d92b47b4f409e8019b7c3435f6fbe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"class\" = 'very_recom'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 13;","notes":"Filled the required template roles exactly as bound: grouped by \"class\" and filtered on \"class\" = 'very_recom' using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81a0e554c988fe816af16b52ebb4ffdd49858a1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:48.924179Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:51.330511Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:59.964295Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6810bc390f8ab60ff0c6b664b8dd1a47f7dca73c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class. +Result preview: [{"class": "very_recom", "support": 328}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..075b327a89102d8c9aa22e5cfad72d8ebf1bfda7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_b8e58fb513c384c9 +-- problem_id: v2p_c7_b068ab55e778ed4e +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c7" +WHERE "class" = 'very_recom' +GROUP BY "class" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1360a0a73957af6b4c6e5b597a7565341e26c31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"class\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"class\" = 'very_recom'\nGROUP BY \"class\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"class\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"class\\\" = 'very_recom'\\nGROUP BY \\\"class\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"class\", \"support\"], \"rows\": [{\"class\": \"very_recom\", \"support\": 328}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1e815a3f4c526140389be935f007a5afb012750f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:57:48.740077+00:00", + "ended_at": "2026-05-04T08:58:00.832255+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b8e58fb513c384c9", + "problem_id": "v2p_c7_b068ab55e778ed4e", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=class.", + "bindings": { + "group_col": "class", + "predicate_col": "class", + "predicate_op": "=", + "predicate_value": "very_recom", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_b8e58fb513c384c9.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b8e58fb513c384c9", + "api_calls": 0, + "input_tokens": 21851, + "cached_input_tokens": 20864, + "output_tokens": 164, + "total_tokens": 22015, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1762, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12047.4, + "sql_execution_elapsed_ms_total": 4.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_b8e58fb513c384c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..751a0ae0a355875bbf5c1d8f366c89fcb5d24644 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b8e58fb513c384c9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:00.808171+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12047.4, "started_at": "2026-05-04T08:57:48.742848+00:00", "ended_at": "2026-05-04T08:58:00.790322+00:00", "prompt_metrics": {"chars": 6436, "bytes_utf8": 6436, "lines": 206, "estimated_tokens": 1762}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21851, "cached_input_tokens": 20864, "output_tokens": 164}, "stderr_preview": "2026-05-04T08:57:48.924179Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:51.330511Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=children.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "foster", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9aa4264c093056bac628f78122884ce5b828a4e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-d289-7d60-8f63-37c6687312f9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'foster'\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"parents\\\", group_col_2=\\\"children\\\", and predicate \\\"form\\\" = 'foster'. Identifiers are double-quoted and SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21894,"cached_input_tokens":3456,"output_tokens":125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9baafdd9a43da043d00ad5a36e83916d0fa2ad81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"children\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"form\" = 'foster'\nGROUP BY \"parents\", \"children\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"parents\", group_col_2=\"children\", and predicate \"form\" = 'foster'. Identifiers are double-quoted and SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6db7e5c478419da4d95e14c88acc3592752dc2db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:14.910558Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:17.415879Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:24.689851Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..20bdae89fe521a807745d097807d440e970d2e78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=children. +Result preview: [{"parents": "great_pret", "children": "1", "row_count": 270}, {"parents": "great_pret", "children": "2", "row_count": 270}, {"parents": "great_pret", "children": "3", "row_count": 270}, {"parents": "great_pret", "children": "more", "row_count": 270}, {"parents": "pretentious", "children": "1", "row_count": 270}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5006a4f703fec0653dbccdbbda6cf2f99713f987 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_b973ccf957d7324a +-- problem_id: v2p_c7_6963b950012f1f05 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "children", COUNT(*) AS row_count +FROM "c7" +WHERE "form" = 'foster' +GROUP BY "parents", "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee5ad8195ad6e43b94ec427ceb35cc1ae9b1b085 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"children\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"form\" = 'foster'\nGROUP BY \"parents\", \"children\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"children\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'foster'\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"children\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"children\": \"1\", \"row_count\": 270}, {\"parents\": \"great_pret\", \"children\": \"2\", \"row_count\": 270}, {\"parents\": \"great_pret\", \"children\": \"3\", \"row_count\": 270}, {\"parents\": \"great_pret\", \"children\": \"more\", \"row_count\": 270}, {\"parents\": \"pretentious\", \"children\": \"1\", \"row_count\": 270}, {\"parents\": \"pretentious\", \"children\": \"2\", \"row_count\": 270}, {\"parents\": \"pretentious\", \"children\": \"3\", \"row_count\": 270}, {\"parents\": \"pretentious\", \"children\": \"more\", \"row_count\": 270}, {\"parents\": \"usual\", \"children\": \"1\", \"row_count\": 270}, {\"parents\": \"usual\", \"children\": \"2\", \"row_count\": 270}, {\"parents\": \"usual\", \"children\": \"3\", \"row_count\": 270}, {\"parents\": \"usual\", \"children\": \"more\", \"row_count\": 270}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d229ffc87842dd7ee50b9b059bc6a0b864965be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:44:14.641751+00:00", + "ended_at": "2026-05-04T08:44:25.554246+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b973ccf957d7324a", + "problem_id": "v2p_c7_6963b950012f1f05", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=children.", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "foster", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_b973ccf957d7324a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b973ccf957d7324a", + "api_calls": 0, + "input_tokens": 21894, + "cached_input_tokens": 3456, + "output_tokens": 125, + "total_tokens": 22019, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1803, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1912, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10871.87, + "sql_execution_elapsed_ms_total": 5.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_b973ccf957d7324a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d72aa8fb7d64fd15feae941bc6e7150651bc826f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b973ccf957d7324a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:44:25.539512+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10871.87, "started_at": "2026-05-04T08:44:14.645727+00:00", "ended_at": "2026-05-04T08:44:25.515710+00:00", "prompt_metrics": {"chars": 6560, "bytes_utf8": 6560, "lines": 208, "estimated_tokens": 1803}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21894, "cached_input_tokens": 3456, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:44:14.910558Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:17.415879Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=children.", + "planned_template_id": "tpl_clickbench_two_dimensional_topk_count", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93939e932de78c1bba42402b86cc97caa32a69a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-656f-7b40-8c03-7ca655c875f3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"children\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the required Two-Dimensional Top-k Count template with fixed bindings group_col=\\\"parents\\\", group_col_2=\\\"children\\\", and top_k=14. Query is SQLite-compatible and references only the provided single table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21842,"cached_input_tokens":21376,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c5216f4267d17d389d3da296a79d6bbcffc9720 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"children\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the required Two-Dimensional Top-k Count template with fixed bindings group_col=\"parents\", group_col_2=\"children\", and top_k=14. Query is SQLite-compatible and references only the provided single table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf01b2de43eef955899a77455815339d5d90b6e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:15.589339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:17.913297Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:27.286477Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..65228c4293a821fd805053cfe18572debde4bdd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=children. +Result preview: [{"parents": "great_pret", "children": "1", "support": 1080}, {"parents": "great_pret", "children": "2", "support": 1080}, {"parents": "great_pret", "children": "3", "support": 1080}, {"parents": "great_pret", "children": "more", "support": 1080}, {"parents": "pretentious", "children": "1", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a318c293e367a88358f5dc576198a9a390c679a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_b9d6bf55909b2b90 +-- problem_id: v2p_c7_61250adf3a56be3f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "children", COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "children" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ff32d1c4d44f846c0a7591ad6754b1b15605de6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_two_dimensional_topk_count\nSELECT \"parents\", \"children\", COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_two_dimensional_topk_count\\nSELECT \\\"parents\\\", \\\"children\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"parents\", \"children\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"more\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"more\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"more\", \"support\": 1080}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5bb209dd36ec09cb1eefe42f2c3f2069d10bcfe7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:01:15.306836+00:00", + "ended_at": "2026-05-04T09:01:28.225070+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_b9d6bf55909b2b90", + "problem_id": "v2p_c7_61250adf3a56be3f", + "dataset_id": "c7", + "template_id": "tpl_clickbench_two_dimensional_topk_count", + "template_name": "Two-Dimensional Top-k Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Top-k Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=parents, group_col_2=children.", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_b9d6bf55909b2b90.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_b9d6bf55909b2b90", + "api_calls": 0, + "input_tokens": 21842, + "cached_input_tokens": 21376, + "output_tokens": 127, + "total_tokens": 21969, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1753, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12873.06, + "sql_execution_elapsed_ms_total": 10.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_b9d6bf55909b2b90\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..890a896424182095ed6dd2765d2ca79efec8f507 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_b9d6bf55909b2b90/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:28.203935+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12873.06, "started_at": "2026-05-04T09:01:15.311045+00:00", "ended_at": "2026-05-04T09:01:28.178805+00:00", "prompt_metrics": {"chars": 6354, "bytes_utf8": 6354, "lines": 204, "estimated_tokens": 1753}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21842, "cached_input_tokens": 21376, "output_tokens": 127}, "stderr_preview": "2026-05-04T09:01:15.589339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:17.913297Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "health", + "entity_col": "health", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c4d78198d6dddc10693df52cf35e3e074b90d40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-54ff-7e90-aacf-637a340faa86"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"health\\\", COUNT(DISTINCT \\\"health\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 19;\",\"notes\":\"Applied the required template with group_col=\\\"health\\\" and entity_col=\\\"health\\\" exactly as bound. Because the grouped column and distinct-count column are the same, each non-NULL health group will have distinct_entities = 1.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":21376,"output_tokens":167}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6b0746db62667b83f2e6b547d65bc6bc55349b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"health\", COUNT(DISTINCT \"health\") AS \"distinct_entities\"\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 19;","notes":"Applied the required template with group_col=\"health\" and entity_col=\"health\" exactly as bound. Because the grouped column and distinct-count column are the same, each non-NULL health group will have distinct_entities = 1."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fec514d45e67a81d268fee416c508210f133265 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:12.256398Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:14.841799Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:22.758496Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d2cbc9610f70016c79367c688ca3c9601a3593f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health. +Result preview: [{"health": "recommended", "distinct_entities": 1}, {"health": "priority", "distinct_entities": 1}, {"health": "not_recom", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e45988102fb4464ad263cf8ac73221892ca2270a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_bb1967b312acb2b5 +-- problem_id: v2p_c7_4c628e0eb6db4791 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(DISTINCT "health") AS "distinct_entities" +FROM "c7" +GROUP BY "health" +ORDER BY "distinct_entities" DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a98229d5cf5eac698798e76eed513af15ab0538 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"health\", COUNT(DISTINCT \"health\") AS \"distinct_entities\"\nFROM \"c7\"\nGROUP BY \"health\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"health\\\", COUNT(DISTINCT \\\"health\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 19;\", \"columns\": [\"health\", \"distinct_entities\"], \"rows\": [{\"health\": \"recommended\", \"distinct_entities\": 1}, {\"health\": \"priority\", \"distinct_entities\": 1}, {\"health\": \"not_recom\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e1e22c265722c1f19f979c9e31c1d532f61d4eab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:13:12.041677+00:00", + "ended_at": "2026-05-04T09:13:23.783461+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_bb1967b312acb2b5", + "problem_id": "v2p_c7_4c628e0eb6db4791", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=health.", + "bindings": { + "group_col": "health", + "entity_col": "health", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_bb1967b312acb2b5.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bb1967b312acb2b5", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 21376, + "output_tokens": 167, + "total_tokens": 21993, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11706.3, + "sql_execution_elapsed_ms_total": 7.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_bb1967b312acb2b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ea973343fdd3f6799ad9b1808588c243e7f2572 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bb1967b312acb2b5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:13:23.767895+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11706.3, "started_at": "2026-05-04T09:13:12.045557+00:00", "ended_at": "2026-05-04T09:13:23.751885+00:00", "prompt_metrics": {"chars": 6362, "bytes_utf8": 6362, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21826, "cached_input_tokens": 21376, "output_tokens": 167}, "stderr_preview": "2026-05-04T09:13:12.256398Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:14.841799Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=social, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "social", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff2b63f0a393fbb8bb342a62546edb45a02d80cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-d79a-77a1-9e7e-e622f430789a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"social\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\", \\\"health\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"social\\\", group_col_2=\\\"health\\\", target_col=\\\"class\\\", and target_value='very_recom'. Query is SQLite-compatible and limited to the single provided table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21905,"cached_input_tokens":19840,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efaec06b67678c1f072132da608d78fa7b596f8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"social\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"social\", \"health\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"social\", group_col_2=\"health\", target_col=\"class\", and target_value='very_recom'. Query is SQLite-compatible and limited to the single provided table."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19f2a63b3f76d96fb2c561367400e8f517eade89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:54.965252Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:57.273774Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:08.768307Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..62a7c8fbb37f67bd7ffffc43b8b4c431d3926d72 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=social, group_col_2=health, target_col=class. +Result preview: [{"social": "nonprob", "health": "recommended", "target_rate": 0.11388888888888889}, {"social": "slightly_prob", "health": "recommended", "target_rate": 0.11388888888888889}, {"social": "nonprob", "health": "not_recom", "target_rate": 0.0}, {"social": "nonprob", "health": "priority", "target_rate": 0.0}, {"social": "problematic", "health": "not_recom", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0bb9377a6a6ad2bb85fbd58faa182e6c906490a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_bbeef36a52da7c7d +-- problem_id: v2p_c7_7ad5e4d68d2ea854 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "social", "health" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bdbb4eedc13156259ea82738982cc584ae4513f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"social\", \"health\",\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"social\", \"health\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"social\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\", \\\"health\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"social\", \"health\", \"target_rate\"], \"rows\": [{\"social\": \"nonprob\", \"health\": \"recommended\", \"target_rate\": 0.11388888888888889}, {\"social\": \"slightly_prob\", \"health\": \"recommended\", \"target_rate\": 0.11388888888888889}, {\"social\": \"nonprob\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"social\": \"nonprob\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"social\": \"problematic\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"social\": \"problematic\", \"health\": \"priority\", \"target_rate\": 0.0}, {\"social\": \"problematic\", \"health\": \"recommended\", \"target_rate\": 0.0}, {\"social\": \"slightly_prob\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"social\": \"slightly_prob\", \"health\": \"priority\", \"target_rate\": 0.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.45}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a81f9a757fb974c42db00489c08e5c0f9d8094c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:51:54.772834+00:00", + "ended_at": "2026-05-04T08:52:09.747178+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_bbeef36a52da7c7d", + "problem_id": "v2p_c7_7ad5e4d68d2ea854", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=social, group_col_2=health, target_col=class.", + "bindings": { + "group_col": "social", + "group_col_2": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_bbeef36a52da7c7d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bbeef36a52da7c7d", + "api_calls": 0, + "input_tokens": 21905, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 22043, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1814, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14920.68, + "sql_execution_elapsed_ms_total": 19.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_bbeef36a52da7c7d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22d89fa4570c86ba5e2403ffd85ec05201094a52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bbeef36a52da7c7d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:09.717524+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14920.68, "started_at": "2026-05-04T08:51:54.776350+00:00", "ended_at": "2026-05-04T08:52:09.696725+00:00", "prompt_metrics": {"chars": 6548, "bytes_utf8": 6548, "lines": 207, "estimated_tokens": 1814}, "response_metrics": {"chars": 478, "bytes_utf8": 478, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21905, "cached_input_tokens": 19840, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:51:54.965252Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:57.273774Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "finance", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "entity_col": "finance", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9495d06f008550fc4eff188ecc3e4b5e34e779ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-8971-7000-8ad9-cde37fabb8fa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Used the bound template exactly with group_col, entity_col, and predicate_col all set to \\\"finance\\\" and SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21882,"cached_input_tokens":20864,"output_tokens":171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7501085da4dfa5a7a2133370986cf74e32d3332b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Used the bound template exactly with group_col, entity_col, and predicate_col all set to \"finance\" and SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58784dae67624ade5e260247d6dcd7d3b9b3e8a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:47.836924Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:50.349866Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:00.307507Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e134cfbe3dbb2184e2de835ce5579ebb4741af29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=finance. +Result preview: [{"finance": "convenient", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a318a9bc3ffac7af6c8afd0b30598ad6564b5945 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_bc0d6b35d60391f8 +-- problem_id: v2p_c7_d8f95a1c5bf072f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcf434c5ccb77fa24d53ac9ab8fff99e24fa656e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"finance\", COUNT(DISTINCT \"finance\") AS distinct_entities\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"finance\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"finance\\\", COUNT(DISTINCT \\\"finance\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"finance\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"finance\", \"distinct_entities\"], \"rows\": [{\"finance\": \"convenient\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a55519818916319f2368185e1d12a161d48db5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:17:47.606356+00:00", + "ended_at": "2026-05-04T09:18:00.914637+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_bc0d6b35d60391f8", + "problem_id": "v2p_c7_d8f95a1c5bf072f2", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "entity_col": "finance", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=140" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_bc0d6b35d60391f8.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bc0d6b35d60391f8", + "api_calls": 0, + "input_tokens": 21882, + "cached_input_tokens": 20864, + "output_tokens": 171, + "total_tokens": 22053, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1793, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1888, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13270.52, + "sql_execution_elapsed_ms_total": 4.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_bc0d6b35d60391f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06892c2b5449f15d2bebc70bc6869858d8c3afbe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bc0d6b35d60391f8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:00.901205+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13270.52, "started_at": "2026-05-04T09:17:47.613581+00:00", "ended_at": "2026-05-04T09:18:00.883758+00:00", "prompt_metrics": {"chars": 6585, "bytes_utf8": 6585, "lines": 208, "estimated_tokens": 1793}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21882, "cached_input_tokens": 20864, "output_tokens": 171}, "stderr_preview": "2026-05-04T09:17:47.836924Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:50.349866Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dbc80dab1b16880d4470b0e1618a44e54408525 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-50e5-71d0-8fd7-74f168bbf73b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the requested Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='recommend', min_support=5, and top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":20864,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..462d244de1f21d176c9f32956f0d8a7569bb5220 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Used the requested Tail Target-Rate Extremes template with group_col=\"children\", target_col=\"class\", target_value='recommend', min_support=5, and top_k=14."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3322e665f01753ce075fce923c270f9174ceca9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:15.837408Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:18.346203Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:28.965546Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcad8f9417e75f39e6f8b43ea8192169a47ae1ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class. +Result preview: [{"children": "1", "support": 3240, "focus_rate": 0.0006172839506172839}, {"children": "2", "support": 3240, "focus_rate": 0.0}, {"children": "3", "support": 3240, "focus_rate": 0.0}, {"children": "more", "support": 3240, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b67b8902dded8cfc46bddf53079b7a3b6387446e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_bcd2dbbd8812e996 +-- problem_id: v2p_c7_d7dcb76a84b83d97 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..692df504465e40592681b5935a33394a6206eb68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"children\", \"support\", \"focus_rate\"], \"rows\": [{\"children\": \"1\", \"support\": 3240, \"focus_rate\": 0.0006172839506172839}, {\"children\": \"2\", \"support\": 3240, \"focus_rate\": 0.0}, {\"children\": \"3\", \"support\": 3240, \"focus_rate\": 0.0}, {\"children\": \"more\", \"support\": 3240, \"focus_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c965713e30258e8944fbaed3f4018cb7e8a79955 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:02:15.624980+00:00", + "ended_at": "2026-05-04T09:02:29.831456+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_bcd2dbbd8812e996", + "problem_id": "v2p_c7_d7dcb76a84b83d97", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, target_col=class.", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "recommend", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_bcd2dbbd8812e996.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bcd2dbbd8812e996", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 22060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14166.23, + "sql_execution_elapsed_ms_total": 8.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_bcd2dbbd8812e996\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06c62cf858f84541bd5fdc79bb2f2bf968f0f380 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:29.814345+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14166.23, "started_at": "2026-05-04T09:02:15.628384+00:00", "ended_at": "2026-05-04T09:02:29.794685+00:00", "prompt_metrics": {"chars": 6591, "bytes_utf8": 6591, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 145}, "stderr_preview": "2026-05-04T09:02:15.837408Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:18.346203Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the requested Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='recommend', min_support=5, and top_k=14.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9fc2012117828db6e2594523971b2c80ccb2ab3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_bcd2dbbd8812e996/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_bcd2dbbd8812e996", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 22060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14166.23, + "sql_execution_elapsed_ms_total": 8.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_bcd2dbbd8812e996\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44534c22f2bcc81fbda6e312e15e84335d69a794 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 208, "estimated_tokens": 1800}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21901, "cached_input_tokens": 21376, "output_tokens": 119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..981180e6c3bf3335defee967ae2965858bd41f84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_c47a8067560eb7b5", + "api_calls": 0, + "input_tokens": 21901, + "cached_input_tokens": 21376, + "output_tokens": 119, + "total_tokens": 22020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1800, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1915, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 92513.88, + "sql_execution_elapsed_ms_total": 5.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_c47a8067560eb7b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d4e243bad3c09036b58ece98047c88faa7d2bedf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:15:15.049385+00:00", + "ended_at": "2026-05-04T09:16:47.568196+00:00", + "elapsed_ms": 92513.88, + "prompt_metrics": { + "chars": 6587, + "bytes_utf8": 6587, + "lines": 208, + "estimated_tokens": 1800 + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": 229 + }, + "stderr_metrics": { + "chars": 23333, + "bytes_utf8": 23333, + "lines": 58, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 21901, + "cached_input_tokens": 21376, + "output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a8b38a9d0074e72fd183f05f636b5b1feb9b7e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "entity_col": "has_nurs", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d676bc947d4f5967e91a77774615452108641ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df245-3576-7c51-a5a1-0f0d879ec0f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"has_nurs\\\", COUNT(DISTINCT \\\"has_nurs\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'improper'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\",\"notes\":\"Used the provided template and bindings exactly: group_col=\\\"has_nurs\\\", entity_col=\\\"has_nurs\\\", predicate_col=\\\"has_nurs\\\", predicate_value='improper', top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21901,"cached_input_tokens":21376,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1668c0d2a5f6599289d6b3ac88b5bb099b3d5944 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"has_nurs\", COUNT(DISTINCT \"has_nurs\") AS distinct_entities\nFROM \"c7\"\nWHERE \"has_nurs\" = 'improper'\nGROUP BY \"has_nurs\"\nORDER BY distinct_entities DESC\nLIMIT 11;","notes":"Used the provided template and bindings exactly: group_col=\"has_nurs\", entity_col=\"has_nurs\", predicate_col=\"has_nurs\", predicate_value='improper', top_k=11."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..883c84f14dc07d49b961a199183bd4d79234015e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,58 @@ +2026-05-04T09:15:15.235161Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:15:17.633007Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:16:38.202797Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 216ms)... +2026-05-04T09:16:46.952837Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..62f8d198b35f06933539e4a18232158d1a4bfa33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "improper", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1236d9829e183f9108cb4e162a40616ca988fbe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_c47a8067560eb7b5 +-- problem_id: v2p_c7_34cd184ecfdae449 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(DISTINCT "has_nurs") AS distinct_entities +FROM "c7" +WHERE "has_nurs" = 'improper' +GROUP BY "has_nurs" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d5d639a24fbc5b7e2ab8d401e2e993ce5cad503 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"has_nurs\", COUNT(DISTINCT \"has_nurs\") AS distinct_entities\nFROM \"c7\"\nWHERE \"has_nurs\" = 'improper'\nGROUP BY \"has_nurs\"\nORDER BY distinct_entities DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"has_nurs\\\", COUNT(DISTINCT \\\"has_nurs\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'improper'\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 11;\", \"columns\": [\"has_nurs\", \"distinct_entities\"], \"rows\": [{\"has_nurs\": \"improper\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.45}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c8a75b00ab843db4c273ce0af9f1dcbd68b3923 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:15:15.049385+00:00", + "ended_at": "2026-05-04T09:16:47.598179+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_c47a8067560eb7b5", + "problem_id": "v2p_c7_34cd184ecfdae449", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "entity_col": "has_nurs", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_c47a8067560eb7b5.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_c47a8067560eb7b5", + "api_calls": 0, + "input_tokens": 21901, + "cached_input_tokens": 21376, + "output_tokens": 119, + "total_tokens": 22020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1800, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1915, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 92513.88, + "sql_execution_elapsed_ms_total": 5.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_c47a8067560eb7b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0cba76b3a045d0e9b933821f4c76f668f2954fcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c47a8067560eb7b5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:16:47.584300+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 92513.88, "started_at": "2026-05-04T09:15:15.049385+00:00", "ended_at": "2026-05-04T09:16:47.568196+00:00", "prompt_metrics": {"chars": 6587, "bytes_utf8": 6587, "lines": 208, "estimated_tokens": 1800}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21901, "cached_input_tokens": 21376, "output_tokens": 119}, "stderr_preview": "2026-05-04T09:15:15.235161Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:15:17.633007Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "parents", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "entity_col": "parents", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f407033d39304ffb3d8817d4ec67f60032c95aca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-fdf3-7180-976a-a138f9b528d8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided template and bindings exactly: group_col=\\\"parents\\\", entity_col=\\\"parents\\\", predicate on \\\"parents\\\" = 'great_pret', top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21881,"cached_input_tokens":20864,"output_tokens":196}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3af0fec2a907e28707032ca3ee0a8127c267b5e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS \"distinct_entities\"\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 10;","notes":"Applied the provided template and bindings exactly: group_col=\"parents\", entity_col=\"parents\", predicate on \"parents\" = 'great_pret', top_k=10."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f1060310715647a85e044a5be9a40a3c8ea80a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:15:01.063246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:15:03.667059Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:15:14.042265Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e351588874ca01d08330ca4e69df1f468664693e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents. +Result preview: [{"parents": "great_pret", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..67ff45d9261b8cceb272d1f17564ff40e5cc0989 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_c5acb6c1663406e0 +-- problem_id: v2p_c7_4725150970f60b23 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS "distinct_entities" +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents" +ORDER BY "distinct_entities" DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69e620ad4f31f7f4cf953b2e084d3bddfc78f97e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS \"distinct_entities\"\nFROM \"c7\"\nWHERE \"parents\" = 'great_pret'\nGROUP BY \"parents\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"parents\\\" = 'great_pret'\\nGROUP BY \\\"parents\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 10;\", \"columns\": [\"parents\", \"distinct_entities\"], \"rows\": [{\"parents\": \"great_pret\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c3860f6a7225df49402e0b8cbf255ecee8a4432 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:15:00.825673+00:00", + "ended_at": "2026-05-04T09:15:15.048158+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_c5acb6c1663406e0", + "problem_id": "v2p_c7_4725150970f60b23", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "predicate_col": "parents", + "predicate_op": "=", + "predicate_value": "great_pret", + "entity_col": "parents", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_c5acb6c1663406e0.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_c5acb6c1663406e0", + "api_calls": 0, + "input_tokens": 21881, + "cached_input_tokens": 20864, + "output_tokens": 196, + "total_tokens": 22077, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1792, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14175.57, + "sql_execution_elapsed_ms_total": 7.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_c5acb6c1663406e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2adf39abe2fb5974d5fd187838a01390b60c1e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_c5acb6c1663406e0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:15:15.028811+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14175.57, "started_at": "2026-05-04T09:15:00.830596+00:00", "ended_at": "2026-05-04T09:15:15.006771+00:00", "prompt_metrics": {"chars": 6582, "bytes_utf8": 6582, "lines": 208, "estimated_tokens": 1792}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21881, "cached_input_tokens": 20864, "output_tokens": 196}, "stderr_preview": "2026-05-04T09:15:01.063246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:15:03.667059Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=finance, condition_col=finance.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..098b0d004e51bb753ac27417268370eea38a7e20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-ed74-7162-8e2c-36bd0b68a761"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"finance\\\",\\n AVG(CASE WHEN \\\"finance\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"finance\\\" and condition_col=\\\"finance\\\" using condition_value='convenient'. Since the grouping column and condition column are the same, the result shows a deterministic rate per finance category.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21868,"cached_input_tokens":19840,"output_tokens":132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73e60e531053b576a7aee74d2f93ec3d809d69b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"finance\",\n AVG(CASE WHEN \"finance\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"finance\" and condition_col=\"finance\" using condition_value='convenient'. Since the grouping column and condition column are the same, the result shows a deterministic rate per finance category."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46a27b48f05e19dfc3c8007ecd4df0dc81ece1f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:11.629323Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:13.997022Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:21.499671Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..40e19a796582983f46fc1f61aae5f495df41fc34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=finance, condition_col=finance. +Result preview: [{"finance": "convenient", "condition_rate": 1.0}, {"finance": "inconv", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..90f89bd80acb98a768e15b90bfb7974e7eddb7bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_cbd24e9dad212738 +-- problem_id: v2p_c7_0e483fec9b8b2380 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", + AVG(CASE WHEN "finance" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "finance" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3650801b31ea544ab65c771552a70de2dd2638f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"finance\",\n AVG(CASE WHEN \"finance\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"finance\\\",\\n AVG(CASE WHEN \\\"finance\\\" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"finance\", \"condition_rate\"], \"rows\": [{\"finance\": \"convenient\", \"condition_rate\": 1.0}, {\"finance\": \"inconv\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b7ad559f2f66f75936276c0fdc67598bcf496a66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:54:11.415196+00:00", + "ended_at": "2026-05-04T08:54:22.338974+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_cbd24e9dad212738", + "problem_id": "v2p_c7_0e483fec9b8b2380", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=finance, condition_col=finance.", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_cbd24e9dad212738.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_cbd24e9dad212738", + "api_calls": 0, + "input_tokens": 21868, + "cached_input_tokens": 19840, + "output_tokens": 132, + "total_tokens": 22000, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1777, + "estimated_output_tokens": 116, + "estimated_total_tokens": 1893, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10883.97, + "sql_execution_elapsed_ms_total": 7.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_cbd24e9dad212738\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0219ec6d7ddaae408b8a10ba8c1f059d3c6afffb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cbd24e9dad212738/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:22.321353+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10883.97, "started_at": "2026-05-04T08:54:11.418099+00:00", "ended_at": "2026-05-04T08:54:22.302628+00:00", "prompt_metrics": {"chars": 6507, "bytes_utf8": 6507, "lines": 207, "estimated_tokens": 1777}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 21868, "cached_input_tokens": 19840, "output_tokens": 132}, "stderr_preview": "2026-05-04T08:54:11.629323Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:13.997022Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "parents", + "entity_col": "parents", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..047c13e7221efe56e05e46ed7f7a5803793611b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-d91f-7703-83e1-84f6794f080d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\",\"notes\":\"Applied the required template with group_col bound to \\\"parents\\\" and entity_col bound to \\\"parents\\\", using the provided top_k value of 16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":21376,"output_tokens":102}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67d1d9e3b676b0c24f9d09bf652b7b26bac1df19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 16;","notes":"Applied the required template with group_col bound to \"parents\" and entity_col bound to \"parents\", using the provided top_k value of 16."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aee7d6943e47de4d343ab6515e7c3b6f72aef94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:46.102974Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:48.497251Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:56.760225Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3538b6e36fceda8ac1341a09006327856675a381 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents. +Result preview: [{"parents": "usual", "distinct_entities": 1}, {"parents": "pretentious", "distinct_entities": 1}, {"parents": "great_pret", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6948945d4e6056d368f36187c24afd84a1063e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_ce9d386fbf6e8a25 +-- problem_id: v2p_c7_03f2292a7fbe7065 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b85bfa1bed6d644f79a823c0a8ca06bf84388e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"parents\", COUNT(DISTINCT \"parents\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"parents\"\nORDER BY distinct_entities DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"parents\\\", COUNT(DISTINCT \\\"parents\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 16;\", \"columns\": [\"parents\", \"distinct_entities\"], \"rows\": [{\"parents\": \"usual\", \"distinct_entities\": 1}, {\"parents\": \"pretentious\", \"distinct_entities\": 1}, {\"parents\": \"great_pret\", \"distinct_entities\": 1}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9577293a4f69e4fd9eafae5bed907a0121964a1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:13:45.879056+00:00", + "ended_at": "2026-05-04T09:13:57.593265+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_ce9d386fbf6e8a25", + "problem_id": "v2p_c7_03f2292a7fbe7065", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=parents.", + "bindings": { + "group_col": "parents", + "entity_col": "parents", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_ce9d386fbf6e8a25.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ce9d386fbf6e8a25", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 21376, + "output_tokens": 102, + "total_tokens": 21928, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1824, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11676.28, + "sql_execution_elapsed_ms_total": 6.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_ce9d386fbf6e8a25\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..181d88a02a7e549e061726d8021aafc8431136ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ce9d386fbf6e8a25/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:13:57.578060+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11676.28, "started_at": "2026-05-04T09:13:45.882357+00:00", "ended_at": "2026-05-04T09:13:57.553433+00:00", "prompt_metrics": {"chars": 6365, "bytes_utf8": 6365, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21826, "cached_input_tokens": 21376, "output_tokens": 102}, "stderr_preview": "2026-05-04T09:13:46.102974Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:48.497251Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_group_distinct_topk", + "bindings": { + "group_col": "children", + "entity_col": "children", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4810f059e42cbe784edb8f77d5091ebc09f13966 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-05bf-7a41-bb29-d4b0157f0a95"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"children\\\" and entity_col=\\\"children\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21826,"cached_input_tokens":20864,"output_tokens":100}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bac16b8d0f651b85e4a041ccc8ec41ef4eeafc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 10;","notes":"Used the provided template with bound roles group_col=\"children\" and entity_col=\"children\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35aa44a537e497f9a9a8deed55b1c435e11c326e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:46.429421Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:48.899209Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:57.168123Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f2f9fb3004e41387ddf5a05f758a2292710e791 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children. +Result preview: [{"children": "more", "distinct_entities": 1}, {"children": "3", "distinct_entities": 1}, {"children": "2", "distinct_entities": 1}, {"children": "1", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0be0fb67a52d99015a440cd4a1f8a8972d55b554 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_cfe5fd6f6616aa33 +-- problem_id: v2p_c7_ed77f9b94be990a3 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..038911dfe660420bcc5e5a806023354f0a93b374 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 10;\", \"columns\": [\"children\", \"distinct_entities\"], \"rows\": [{\"children\": \"more\", \"distinct_entities\": 1}, {\"children\": \"3\", \"distinct_entities\": 1}, {\"children\": \"2\", \"distinct_entities\": 1}, {\"children\": \"1\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f306c7d3932bee98de7fb891e716c668e1b6c6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:11:46.232782+00:00", + "ended_at": "2026-05-04T09:11:58.284262+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_cfe5fd6f6616aa33", + "problem_id": "v2p_c7_ed77f9b94be990a3", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_distinct_topk", + "template_name": "Top-k Groups by Distinct Entity Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Top-k Groups by Distinct Entity Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "entity_col": "children", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_cfe5fd6f6616aa33.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_cfe5fd6f6616aa33", + "api_calls": 0, + "input_tokens": 21826, + "cached_input_tokens": 20864, + "output_tokens": 100, + "total_tokens": 21926, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1737, + "estimated_output_tokens": 84, + "estimated_total_tokens": 1821, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12013.57, + "sql_execution_elapsed_ms_total": 7.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_cfe5fd6f6616aa33\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b2105e0effaca2f478cf20c374df169af5add279 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_cfe5fd6f6616aa33/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:58.268836+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12013.57, "started_at": "2026-05-04T09:11:46.236012+00:00", "ended_at": "2026-05-04T09:11:58.249444+00:00", "prompt_metrics": {"chars": 6367, "bytes_utf8": 6367, "lines": 204, "estimated_tokens": 1737}, "response_metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 21826, "cached_input_tokens": 20864, "output_tokens": 100}, "stderr_preview": "2026-05-04T09:11:46.429421Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:48.899209Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=social.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "social", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf0c997722b5f395a283acc3075472a9acbface0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-46dc-76d1-a4ca-b5845b802b43"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY support ASC, \\\"social\\\"\\nLIMIT 11;\",\"notes\":\"Applied the planned Low-Support Group Count template with group_col bound to \\\"social\\\" and top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21813,"cached_input_tokens":20864,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d78299095fc92981932990a76cb9eb06d9b869c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY support ASC, \"social\"\nLIMIT 11;","notes":"Applied the planned Low-Support Group Count template with group_col bound to \"social\" and top_k=11."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55c6b7d594a6402564a843e1e51806ddcd2f7d86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:35.418694Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:37.755108Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:45.271953Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bcd747651d5b64509399d036b2b8a34b66ee485 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=social. +Result preview: [{"social": "nonprob", "support": 4320}, {"social": "problematic", "support": 4320}, {"social": "slightly_prob", "support": 4320}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1e9678cd511adbea7558aff746bec624782de11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_d2c133e999d09beb +-- problem_id: v2p_c7_3c87dae83c31e88d +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "social" +ORDER BY support ASC, "social" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f580bed501d36cc06a0c806ec69e772894eba95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"social\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"social\"\nORDER BY support ASC, \"social\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nORDER BY support ASC, \\\"social\\\"\\nLIMIT 11;\", \"columns\": [\"social\", \"support\"], \"rows\": [{\"social\": \"nonprob\", \"support\": 4320}, {\"social\": \"problematic\", \"support\": 4320}, {\"social\": \"slightly_prob\", \"support\": 4320}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..918156286cd0a786b35b3490d23a36ab3ebcbb45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:06:35.204760+00:00", + "ended_at": "2026-05-04T09:06:46.234753+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_d2c133e999d09beb", + "problem_id": "v2p_c7_3c87dae83c31e88d", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=social.", + "bindings": { + "group_col": "social", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_d2c133e999d09beb.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d2c133e999d09beb", + "api_calls": 0, + "input_tokens": 21813, + "cached_input_tokens": 20864, + "output_tokens": 137, + "total_tokens": 21950, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1724, + "estimated_output_tokens": 81, + "estimated_total_tokens": 1805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10976.47, + "sql_execution_elapsed_ms_total": 14.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_d2c133e999d09beb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bc4d319871193aa983028bce01abca97692d139 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d2c133e999d09beb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:46.207340+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10976.47, "started_at": "2026-05-04T09:06:35.209187+00:00", "ended_at": "2026-05-04T09:06:46.185100+00:00", "prompt_metrics": {"chars": 6237, "bytes_utf8": 6237, "lines": 202, "estimated_tokens": 1724}, "response_metrics": {"chars": 298, "bytes_utf8": 298, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 21813, "cached_input_tokens": 20864, "output_tokens": 137}, "stderr_preview": "2026-05-04T09:06:35.418694Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:37.755108Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "housing", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "entity_col": "housing", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f0e78bcbc8410703c473f4645f3bdf0489db69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-57f5-7ab1-9b4e-de7ec7b9e495"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"housing\\\", COUNT(DISTINCT \\\"housing\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 14;\",\"notes\":\"Filled the provided template exactly with the bound roles: group_col=housing, entity_col=housing, predicate_col=housing, predicate_value='critical', top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":212}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea37d77506a7fa182a048cb9d6087b5e7dd59587 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"housing\", COUNT(DISTINCT \"housing\") AS \"distinct_entities\"\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"housing\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 14;","notes":"Filled the provided template exactly with the bound roles: group_col=housing, entity_col=housing, predicate_col=housing, predicate_value='critical', top_k=14."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..433e989e3f5463e67f2050b369b17858daa86d2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:35.157741Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:37.486352Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:46.729180Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9825d462a483c2d457836201ae275b7847893eb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing. +Result preview: [{"housing": "critical", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd3076beea1a356fd86e462d93355a463709639f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_d52ef0dacccc00da +-- problem_id: v2p_c7_be963e42eca0370b +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(DISTINCT "housing") AS "distinct_entities" +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "housing" +ORDER BY "distinct_entities" DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8aad85e72540bf9c0e36771c78fe56cf9472833e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"housing\", COUNT(DISTINCT \"housing\") AS \"distinct_entities\"\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"housing\"\nORDER BY \"distinct_entities\" DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"housing\\\", COUNT(DISTINCT \\\"housing\\\") AS \\\"distinct_entities\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"housing\\\"\\nORDER BY \\\"distinct_entities\\\" DESC\\nLIMIT 14;\", \"columns\": [\"housing\", \"distinct_entities\"], \"rows\": [{\"housing\": \"critical\", \"distinct_entities\": 1}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..337ceadd4a263a3aed9f6303cf800922b6909219 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:17:34.943533+00:00", + "ended_at": "2026-05-04T09:17:47.600784+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_d52ef0dacccc00da", + "problem_id": "v2p_c7_be963e42eca0370b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=housing.", + "bindings": { + "group_col": "housing", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "entity_col": "housing", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=139" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_d52ef0dacccc00da.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d52ef0dacccc00da", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 212, + "total_tokens": 22091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1895, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12608.45, + "sql_execution_elapsed_ms_total": 4.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_d52ef0dacccc00da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cb89e9a2290b3d83214d8001e85bcea86c955a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d52ef0dacccc00da/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:47.580118+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12608.45, "started_at": "2026-05-04T09:17:34.946904+00:00", "ended_at": "2026-05-04T09:17:47.555782+00:00", "prompt_metrics": {"chars": 6580, "bytes_utf8": 6580, "lines": 208, "estimated_tokens": 1790}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 212}, "stderr_preview": "2026-05-04T09:17:35.157741Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:37.486352Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=finance, condition_col=finance.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebe63de9c08805d7d46195288810e39a8e628093 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-947a-7c80-af9a-639d004520b3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"finance\\\",\\n SUM(CASE WHEN \\\"finance\\\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"finance\\\" = 'inconv' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"finance\\\"\\n)\\nSELECT \\\"finance\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned template with both group_col and condition_col bound to \\\"finance\\\". Because the grouping column and condition column are the same, groups equal to 'convenient' will have a NULL ratio due to zero denominator, while groups equal to 'inconv' will yield 0.0 if present.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22016,"cached_input_tokens":19840,"output_tokens":323}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca5254bc4d7db7271a493f709119bb4ad2bf4ff9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"finance\",\n SUM(CASE WHEN \"finance\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"finance\" = 'inconv' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"finance\"\n)\nSELECT \"finance\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned template with both group_col and condition_col bound to \"finance\". Because the grouping column and condition column are the same, groups equal to 'convenient' will have a NULL ratio due to zero denominator, while groups equal to 'inconv' will yield 0.0 if present."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86bf7d0cfadf683fe0670726ec7c1e89bff7a770 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:46:10.131553Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:46:12.525708Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:46:23.203300Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58f8141f385c42f438c67592a5e34cf5eb6ffd4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=finance, condition_col=finance. +Result preview: [{"finance": "inconv", "condition_ratio": 0.0}, {"finance": "convenient", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a632ba443a360cf37d96b725933653c27e72a65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_d60353d365234eee +-- problem_id: v2p_c7_94ddf65611d21d24 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "finance", + SUM(CASE WHEN "finance" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "finance" = 'inconv' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "finance" +) +SELECT "finance", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..564c78c208504e717af99c584e0738ae74af284c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"finance\",\n SUM(CASE WHEN \"finance\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"finance\" = 'inconv' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"finance\"\n)\nSELECT \"finance\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"finance\\\",\\n SUM(CASE WHEN \\\"finance\\\" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"finance\\\" = 'inconv' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"finance\\\"\\n)\\nSELECT \\\"finance\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"finance\", \"condition_ratio\"], \"rows\": [{\"finance\": \"inconv\", \"condition_ratio\": 0.0}, {\"finance\": \"convenient\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ace4ab8b94d173c0f6ca29ab1282b4c86b78c99a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:46:09.889611+00:00", + "ended_at": "2026-05-04T08:46:24.100800+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_d60353d365234eee", + "problem_id": "v2p_c7_94ddf65611d21d24", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=finance, condition_col=finance.", + "bindings": { + "group_col": "finance", + "condition_col": "finance", + "condition_value": "convenient", + "positive_value": "convenient", + "negative_value": "inconv", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_d60353d365234eee.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d60353d365234eee", + "api_calls": 0, + "input_tokens": 22016, + "cached_input_tokens": 19840, + "output_tokens": 323, + "total_tokens": 22339, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1925, + "estimated_output_tokens": 198, + "estimated_total_tokens": 2123, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14169.08, + "sql_execution_elapsed_ms_total": 9.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_d60353d365234eee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef5db360facd648e81e57ab71a930acd6dd4d76b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d60353d365234eee/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:46:24.080648+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14169.08, "started_at": "2026-05-04T08:46:09.892991+00:00", "ended_at": "2026-05-04T08:46:24.061779+00:00", "prompt_metrics": {"chars": 7077, "bytes_utf8": 7077, "lines": 207, "estimated_tokens": 1925}, "response_metrics": {"chars": 783, "bytes_utf8": 783, "lines": 1, "estimated_tokens": 198}, "usage": {"input_tokens": 22016, "cached_input_tokens": 19840, "output_tokens": 323}, "stderr_preview": "2026-05-04T08:46:10.131553Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:46:12.525708Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=finance.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "finance", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49055c9af90f5796da9fc09a41787c7f18bbc85f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-2160-7942-8d91-e90998370d4e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"finance\\\" and predicate finance = 'convenient'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21849,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d8985ec7f72053e6e54ee98582c4b8ce91d3128 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"finance\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"finance\"\nORDER BY support DESC\nLIMIT 10;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"finance\" and predicate finance = 'convenient'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5b2737edea641e681903d09b58d0358285805f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:36.006255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:38.682013Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:47.660060Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e35705f77fff4b3155fd6f3c06d3a048f19dcfd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=finance. +Result preview: [{"finance": "convenient", "support": 6480}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1d6b45780acd031cfd0e904c494b8c1fc0c5899 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_d77b1fabe2fde5bb +-- problem_id: v2p_c7_3d4f9cc6f89a996b +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(*) AS support +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "finance" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b7222c064a6df8425b9257b18c28b737e6db62a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"finance\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"finance\" = 'convenient'\nGROUP BY \"finance\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"finance\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"finance\\\" = 'convenient'\\nGROUP BY \\\"finance\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"finance\", \"support\"], \"rows\": [{\"finance\": \"convenient\", \"support\": 6480}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e4556ee525df5cd78a9a8861167a59deada01d4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:56:35.754485+00:00", + "ended_at": "2026-05-04T08:56:48.368913+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_d77b1fabe2fde5bb", + "problem_id": "v2p_c7_3d4f9cc6f89a996b", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=finance.", + "bindings": { + "group_col": "finance", + "predicate_col": "finance", + "predicate_op": "=", + "predicate_value": "convenient", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_d77b1fabe2fde5bb.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d77b1fabe2fde5bb", + "api_calls": 0, + "input_tokens": 21849, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 21967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1760, + "estimated_output_tokens": 87, + "estimated_total_tokens": 1847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12579.81, + "sql_execution_elapsed_ms_total": 4.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_d77b1fabe2fde5bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efae4b8248d893f53ca575cada6d6977ce973a2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d77b1fabe2fde5bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:48.356206+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12579.81, "started_at": "2026-05-04T08:56:35.758278+00:00", "ended_at": "2026-05-04T08:56:48.338011+00:00", "prompt_metrics": {"chars": 6441, "bytes_utf8": 6441, "lines": 206, "estimated_tokens": 1760}, "response_metrics": {"chars": 342, "bytes_utf8": 342, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 21849, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:56:36.006255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:38.682013Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_tail_low_support_group_count_v2", + "bindings": { + "group_col": "has_nurs", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0c0aca378a6e2d9aa9fcf0c43133cd20c950217 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-b8cc-78f2-8f63-3aee3d2e55f8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"has_nurs\\\"\\nLIMIT 10;\",\"notes\":\"Uses the provided Low-Support Group Count template with group_col bound to \\\"has_nurs\\\" and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21817,"cached_input_tokens":20864,"output_tokens":105}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c74f62783db5becc9a846d58697dc82082b2cf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY support ASC, \"has_nurs\"\nLIMIT 10;","notes":"Uses the provided Low-Support Group Count template with group_col bound to \"has_nurs\" and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe70faf63c720d18c6274389150a5fc82c9affc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:10.121804Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:12.484043Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:19.051175Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ddda60b780e0aa9462d687f1fadbaffe34fa0e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "critical", "support": 2592}, {"has_nurs": "improper", "support": 2592}, {"has_nurs": "less_proper", "support": 2592}, {"has_nurs": "proper", "support": 2592}, {"has_nurs": "very_crit", "support": 2592}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ea2fbdd917957b5f325098b3cb2708d96473e8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_d9368ca93c20eb66 +-- problem_id: v2p_c7_5ce44ccd8c2a692b +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs" +ORDER BY support ASC, "has_nurs" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a56514df6810d21239d379456eb6f4b86eaac9d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_low_support_group_count_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY support ASC, \"has_nurs\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_low_support_group_count_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY support ASC, \\\"has_nurs\\\"\\nLIMIT 10;\", \"columns\": [\"has_nurs\", \"support\"], \"rows\": [{\"has_nurs\": \"critical\", \"support\": 2592}, {\"has_nurs\": \"improper\", \"support\": 2592}, {\"has_nurs\": \"less_proper\", \"support\": 2592}, {\"has_nurs\": \"proper\", \"support\": 2592}, {\"has_nurs\": \"very_crit\", \"support\": 2592}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f1164598ebafe1c6fc7db735a7a3f98ff6d6d768 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:08:09.932611+00:00", + "ended_at": "2026-05-04T09:08:19.974180+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_d9368ca93c20eb66", + "problem_id": "v2p_c7_5ce44ccd8c2a692b", + "dataset_id": "c7", + "template_id": "tpl_tail_low_support_group_count_v2", + "template_name": "Low-Support Group Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Low-Support Group Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nORDER BY support ASC, {group_col}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_d9368ca93c20eb66.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_d9368ca93c20eb66", + "api_calls": 0, + "input_tokens": 21817, + "cached_input_tokens": 20864, + "output_tokens": 105, + "total_tokens": 21922, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1728, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1817, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10003.05, + "sql_execution_elapsed_ms_total": 6.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_d9368ca93c20eb66\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46bb8897b0a69acdb951a731550fe11e7f3df480 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_d9368ca93c20eb66/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:19.959260+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10003.05, "started_at": "2026-05-04T09:08:09.935156+00:00", "ended_at": "2026-05-04T09:08:19.938866+00:00", "prompt_metrics": {"chars": 6241, "bytes_utf8": 6241, "lines": 202, "estimated_tokens": 1728}, "response_metrics": {"chars": 308, "bytes_utf8": 308, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21817, "cached_input_tokens": 20864, "output_tokens": 105}, "stderr_preview": "2026-05-04T09:08:10.121804Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:12.484043Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=children.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4411b37d78467384a3966cf618b2413bda6483f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-9237-70c0-9d35-9385100ec8b5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"children\\\"\\nLIMIT 10;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=children, and top_k=10. Query is SQLite-compatible, single-table, and uses only provided columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57c31e93ecd9107fa9a6a9d66f8e2c04a19bdcba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY support ASC, \"parents\", \"children\"\nLIMIT 10;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=children, and top_k=10. Query is SQLite-compatible, single-table, and uses only provided columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7720d5203928715bb3e6b4bff690b830fb3feb70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:11.341210Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:13.772059Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:21.360973Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..606b938fc75d2828f432889fe788ea85258792d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=children. +Result preview: [{"parents": "great_pret", "children": "1", "support": 1080}, {"parents": "great_pret", "children": "2", "support": 1080}, {"parents": "great_pret", "children": "3", "support": 1080}, {"parents": "great_pret", "children": "more", "support": 1080}, {"parents": "pretentious", "children": "1", "support": 1080}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9404520b52d8f809691bffdf137838adc4a9120a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_da1287e907ff6840 +-- problem_id: v2p_c7_3bea975ce97a903e +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "children" +ORDER BY support ASC, "parents", "children" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..332c32d833d992af2b223cdf105fc94e4afbfcb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"children\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"children\"\nORDER BY support ASC, \"parents\", \"children\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"children\\\"\\nLIMIT 10;\", \"columns\": [\"parents\", \"children\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"great_pret\", \"children\": \"more\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"2\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"3\", \"support\": 1080}, {\"parents\": \"pretentious\", \"children\": \"more\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"1\", \"support\": 1080}, {\"parents\": \"usual\", \"children\": \"2\", \"support\": 1080}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6c2fb8dd57f50338a528962bd7510d5c59e4dd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:10:11.088468+00:00", + "ended_at": "2026-05-04T09:10:22.157974+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_da1287e907ff6840", + "problem_id": "v2p_c7_3bea975ce97a903e", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=parents, group_col_2=children.", + "bindings": { + "group_col": "parents", + "group_col_2": "children", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_da1287e907ff6840.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_da1287e907ff6840", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 131, + "total_tokens": 22010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11030.19, + "sql_execution_elapsed_ms_total": 10.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_da1287e907ff6840\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bcc8f2a443fe634dc7c641d645dbc3e10815f26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_da1287e907ff6840/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:22.139255+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11030.19, "started_at": "2026-05-04T09:10:11.091378+00:00", "ended_at": "2026-05-04T09:10:22.119008+00:00", "prompt_metrics": {"chars": 6417, "bytes_utf8": 6417, "lines": 204, "estimated_tokens": 1790}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 131}, "stderr_preview": "2026-05-04T09:10:11.341210Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:13.772059Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "has_nurs", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6820bd24733a5d98e7583f84e69d3055ba4cb05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-56eb-75b1-98a6-d3d7a407f6fd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"has_nurs\\\" on the single table \\\"c7\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21781,"cached_input_tokens":20864,"output_tokens":93}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6a005b890138277b42a8cdb3d4140335877a6af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"has_nurs\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"has_nurs\" on the single table \"c7\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2869bc2430ecdb7cdeb6c5a1b2cdb1ec7e966139 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:06.307018Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:08.736118Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:15.093692Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7777c6ceb59dbb2cde71eff378cbcf64c80abc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs. +Result preview: [{"has_nurs": "very_crit", "row_count": 2592}, {"has_nurs": "proper", "row_count": 2592}, {"has_nurs": "less_proper", "row_count": 2592}, {"has_nurs": "improper", "row_count": 2592}, {"has_nurs": "critical", "row_count": 2592}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a5b928bb2f50172956e67dc67ce6761479067ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_dd59e2c869dee66d +-- problem_id: v2p_c7_5f7da470ed771bfb +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS row_count +FROM "c7" +GROUP BY "has_nurs" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e26bd128ae5c42eda3a32a7e327afaee7da3dafb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"has_nurs\", COUNT(*) AS row_count\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"has_nurs\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"has_nurs\", \"row_count\"], \"rows\": [{\"has_nurs\": \"very_crit\", \"row_count\": 2592}, {\"has_nurs\": \"proper\", \"row_count\": 2592}, {\"has_nurs\": \"less_proper\", \"row_count\": 2592}, {\"has_nurs\": \"improper\", \"row_count\": 2592}, {\"has_nurs\": \"critical\", \"row_count\": 2592}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3085556fd21c138af0908dda5ceb35b2ae20c645 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:00:06.107648+00:00", + "ended_at": "2026-05-04T09:00:16.106980+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_dd59e2c869dee66d", + "problem_id": "v2p_c7_5f7da470ed771bfb", + "dataset_id": "c7", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_dd59e2c869dee66d.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_dd59e2c869dee66d", + "api_calls": 0, + "input_tokens": 21781, + "cached_input_tokens": 20864, + "output_tokens": 93, + "total_tokens": 21874, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1690, + "estimated_output_tokens": 77, + "estimated_total_tokens": 1767, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 9963.76, + "sql_execution_elapsed_ms_total": 6.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_dd59e2c869dee66d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d691179ec9fc7b90fd660bdf23b57eba93f44df3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_dd59e2c869dee66d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:16.092455+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 9963.76, "started_at": "2026-05-04T09:00:06.111640+00:00", "ended_at": "2026-05-04T09:00:16.075383+00:00", "prompt_metrics": {"chars": 6162, "bytes_utf8": 6162, "lines": 202, "estimated_tokens": 1690}, "response_metrics": {"chars": 286, "bytes_utf8": 286, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 21781, "cached_input_tokens": 20864, "output_tokens": 93}, "stderr_preview": "2026-05-04T09:00:06.307018Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:08.736118Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=housing.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5db20502e7b46e955de503fb122768ec2e62720 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-ed2c-7820-87d0-c5cd2e902c9b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"housing\\\"\\nLIMIT 11;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=housing, top_k=11. SQLite-compatible single-table SELECT with quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21878,"cached_input_tokens":20864,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94f172ba76eced1f0da6bb3fba2f1df63e2486e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"housing\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"housing\"\nORDER BY support ASC, \"parents\", \"housing\"\nLIMIT 11;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=parents, group_col_2=housing, top_k=11. SQLite-compatible single-table SELECT with quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9421cfce8759fdd88ab3e98e856a199dd5739ab3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:34.626714Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:36.997154Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:47.839795Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d744d57ad6ee92fa4b1a70c3610e98d092860acf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=housing. +Result preview: [{"parents": "great_pret", "housing": "convenient", "support": 1440}, {"parents": "great_pret", "housing": "critical", "support": 1440}, {"parents": "great_pret", "housing": "less_conv", "support": 1440}, {"parents": "pretentious", "housing": "convenient", "support": 1440}, {"parents": "pretentious", "housing": "critical", "support": 1440}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3377c36a2e652006a620921a51ac41f0216df881 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_e0332adb18365e96 +-- problem_id: v2p_c7_09c28181f60dde84 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "housing", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "housing" +ORDER BY support ASC, "parents", "housing" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd6d691ed048ee420e7094c4349ae7807193bf59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"parents\",\n \"housing\",\n COUNT(*) AS support\nFROM \"c7\"\nGROUP BY \"parents\", \"housing\"\nORDER BY support ASC, \"parents\", \"housing\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"parents\\\",\\n \\\"housing\\\",\\n COUNT(*) AS support\\nFROM \\\"c7\\\"\\nGROUP BY \\\"parents\\\", \\\"housing\\\"\\nORDER BY support ASC, \\\"parents\\\", \\\"housing\\\"\\nLIMIT 11;\", \"columns\": [\"parents\", \"housing\", \"support\"], \"rows\": [{\"parents\": \"great_pret\", \"housing\": \"convenient\", \"support\": 1440}, {\"parents\": \"great_pret\", \"housing\": \"critical\", \"support\": 1440}, {\"parents\": \"great_pret\", \"housing\": \"less_conv\", \"support\": 1440}, {\"parents\": \"pretentious\", \"housing\": \"convenient\", \"support\": 1440}, {\"parents\": \"pretentious\", \"housing\": \"critical\", \"support\": 1440}, {\"parents\": \"pretentious\", \"housing\": \"less_conv\", \"support\": 1440}, {\"parents\": \"usual\", \"housing\": \"convenient\", \"support\": 1440}, {\"parents\": \"usual\", \"housing\": \"critical\", \"support\": 1440}, {\"parents\": \"usual\", \"housing\": \"less_conv\", \"support\": 1440}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e8e5f964a9605f44f4910dbfe03e7937ab0faff2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:10:34.424408+00:00", + "ended_at": "2026-05-04T09:10:48.666157+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e0332adb18365e96", + "problem_id": "v2p_c7_09c28181f60dde84", + "dataset_id": "c7", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=parents, group_col_2=housing.", + "bindings": { + "group_col": "parents", + "group_col_2": "housing", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_e0332adb18365e96.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e0332adb18365e96", + "api_calls": 0, + "input_tokens": 21878, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 22001, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1789, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1896, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14184.1, + "sql_execution_elapsed_ms_total": 16.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_e0332adb18365e96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8e75a8792d3313186e8102f28a96586c5b08281 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e0332adb18365e96/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:48.637875+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14184.1, "started_at": "2026-05-04T09:10:34.428704+00:00", "ended_at": "2026-05-04T09:10:48.612591+00:00", "prompt_metrics": {"chars": 6417, "bytes_utf8": 6417, "lines": 204, "estimated_tokens": 1789}, "response_metrics": {"chars": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21878, "cached_input_tokens": 20864, "output_tokens": 123}, "stderr_preview": "2026-05-04T09:10:34.626714Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:36.997154Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=social, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85c527f503fd5f914b531aa9a1d052975e4f9e24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-ac5a-71c1-86b8-45f4071e7901"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"social\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=5, and top_k=12. Query is SQLite-compatible and uses only the provided single table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21916,"cached_input_tokens":20864,"output_tokens":161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aecc06a48f6409f0a3a28d6351740567f0f1ed6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"social\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"social\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Used the required Tail Target-Rate Extremes template with group_col=\"social\", target_col=\"class\", target_value='spec_prior', min_support=5, and top_k=12. Query is SQLite-compatible and uses only the provided single table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a812d6c29834c50dc4412fa9a8e72082440ee7e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:44.831510Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:47.202240Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:55.059051Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..19ea68e5973bbf854406fd3d489b8861bfe00d1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=social, target_col=class. +Result preview: [{"social": "problematic", "support": 4320, "focus_rate": 0.38055555555555554}, {"social": "nonprob", "support": 4320, "focus_rate": 0.2777777777777778}, {"social": "slightly_prob", "support": 4320, "focus_rate": 0.2777777777777778}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..78eba3560d41d11420e6c9b13ae3843241843305 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_e2867395bafd3c1c +-- problem_id: v2p_c7_83e316e3dc681dce +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "social" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df12e77e4001755ae4c3641274c0709ecfbadc4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"social\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"social\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"social\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"social\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"social\", \"support\", \"focus_rate\"], \"rows\": [{\"social\": \"problematic\", \"support\": 4320, \"focus_rate\": 0.38055555555555554}, {\"social\": \"nonprob\", \"support\": 4320, \"focus_rate\": 0.2777777777777778}, {\"social\": \"slightly_prob\", \"support\": 4320, \"focus_rate\": 0.2777777777777778}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ddb308c2fe8bc3ca0ed10206cc7ca6ca293edcb0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:03:41.051448+00:00", + "ended_at": "2026-05-04T09:03:56.047519+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e2867395bafd3c1c", + "problem_id": "v2p_c7_83e316e3dc681dce", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=social, target_col=class.", + "bindings": { + "group_col": "social", + "target_col": "class", + "target_value": "spec_prior", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_e2867395bafd3c1c.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e2867395bafd3c1c", + "api_calls": 0, + "input_tokens": 21916, + "cached_input_tokens": 20864, + "output_tokens": 161, + "total_tokens": 22077, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1827, + "estimated_output_tokens": 145, + "estimated_total_tokens": 1972, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14957.14, + "sql_execution_elapsed_ms_total": 9.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_e2867395bafd3c1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..021565cc108074238daab28f6e1f9966d7119253 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:56.029725+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14957.14, "started_at": "2026-05-04T09:03:41.054253+00:00", "ended_at": "2026-05-04T09:03:56.007541+00:00", "prompt_metrics": {"chars": 6586, "bytes_utf8": 6586, "lines": 205, "estimated_tokens": 1827}, "response_metrics": {"chars": 540, "bytes_utf8": 540, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 21916, "cached_input_tokens": 20864, "output_tokens": 161}, "stderr_preview": "2026-05-04T09:03:44.831510Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:47.202240Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the required Tail Target-Rate Extremes template with group_col=\\\"social\\\", target_col=\\\"class\\\", target_value='spec_prior', min_support=5, and top_k=12. Query is SQLite-compatible and uses only the provided single table and columns.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..254e8fbf045ce43f21649e2fcf1bdf3ebb72bae8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e2867395bafd3c1c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e2867395bafd3c1c", + "api_calls": 0, + "input_tokens": 21916, + "cached_input_tokens": 20864, + "output_tokens": 161, + "total_tokens": 22077, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1827, + "estimated_output_tokens": 145, + "estimated_total_tokens": 1972, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14957.14, + "sql_execution_elapsed_ms_total": 9.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_e2867395bafd3c1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9d7373e450f8734b4e39423083b05c2a74075dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6548, "bytes_utf8": 6548, "lines": 207, "estimated_tokens": 1812}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21903, "cached_input_tokens": 19840, "output_tokens": 139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7789cc19c6b10e873bcaf4d4988072c03f92f3af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e47e04d7105d9a0f", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 22042, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1935, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11492.79, + "sql_execution_elapsed_ms_total": 17.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_e47e04d7105d9a0f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1fdff3c33cfb2af288585c61f4eef6143a364b9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:51:08.862569+00:00", + "ended_at": "2026-05-04T08:51:20.355242+00:00", + "elapsed_ms": 11492.79, + "prompt_metrics": { + "chars": 6548, + "bytes_utf8": 6548, + "lines": 207, + "estimated_tokens": 1812 + }, + "stdout_metrics": { + "chars": 821, + "bytes_utf8": 821, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13166 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 496, + "bytes_utf8": 496, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 21903, + "cached_input_tokens": 19840, + "output_tokens": 139 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7494e2bcef2023e2fccf3e0f9898ed205aacc209 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=finance, group_col_2=health, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "finance", + "group_col_2": "health", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8028fcdba76bec5699f45b8732a2a7ec9884dfbe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-246e-78b1-8405-14171346ef73"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"health\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=finance, group_col_2=health, target_col=class, and target_value='priority'. Query is SQLite-compatible, single-table, and quotes identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21903,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abed7596869994de05eb453ab3afc5a7a9ab4160 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"health\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"finance\", \"health\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=finance, group_col_2=health, target_col=class, and target_value='priority'. Query is SQLite-compatible, single-table, and quotes identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..067d32fec69742e620ae719395e1ef9c6675ca99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:09.140631Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:11.714165Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:19.519030Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c7dbcc05902ed0bd66cdd45ff3ca7a2424a63af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=finance, group_col_2=health, target_col=class. +Result preview: [{"finance": "convenient", "health": "recommended", "target_rate": 0.575}, {"finance": "inconv", "health": "recommended", "target_rate": 0.5416666666666666}, {"finance": "convenient", "health": "priority", "target_rate": 0.4638888888888889}, {"finance": "inconv", "health": "priority", "target_rate": 0.39444444444444443}, {"finance": "convenient", "health": "not_recom", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bed139f83f01593f573b11394815c72d0afd6b62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_e47e04d7105d9a0f +-- problem_id: v2p_c7_ea4df4e8081ef426 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "health", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "health" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..357cb0a298af13cfe17d19f595cfc3a436917805 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"health\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"finance\", \"health\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"health\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"health\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"finance\", \"health\", \"target_rate\"], \"rows\": [{\"finance\": \"convenient\", \"health\": \"recommended\", \"target_rate\": 0.575}, {\"finance\": \"inconv\", \"health\": \"recommended\", \"target_rate\": 0.5416666666666666}, {\"finance\": \"convenient\", \"health\": \"priority\", \"target_rate\": 0.4638888888888889}, {\"finance\": \"inconv\", \"health\": \"priority\", \"target_rate\": 0.39444444444444443}, {\"finance\": \"convenient\", \"health\": \"not_recom\", \"target_rate\": 0.0}, {\"finance\": \"inconv\", \"health\": \"not_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f19d003024b194ec7208b6dc66be487035104dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:51:08.858993+00:00", + "ended_at": "2026-05-04T08:51:20.395433+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e47e04d7105d9a0f", + "problem_id": "v2p_c7_ea4df4e8081ef426", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=finance, group_col_2=health, target_col=class.", + "bindings": { + "group_col": "finance", + "group_col_2": "health", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_e47e04d7105d9a0f.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e47e04d7105d9a0f", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 22042, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 123, + "estimated_total_tokens": 1935, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11492.79, + "sql_execution_elapsed_ms_total": 17.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_e47e04d7105d9a0f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eaea6d55118ec2a8addfbdba302aa59258061304 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e47e04d7105d9a0f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:20.374368+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11492.79, "started_at": "2026-05-04T08:51:08.862569+00:00", "ended_at": "2026-05-04T08:51:20.355242+00:00", "prompt_metrics": {"chars": 6548, "bytes_utf8": 6548, "lines": 207, "estimated_tokens": 1812}, "response_metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 21903, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:51:09.140631Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:11.714165Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=finance, group_col_2=social, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "finance", + "group_col_2": "social", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01fc15baca1df03bf6b58bec5f1e520ccaa5f142 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-89ec-7e21-a4e1-a57eee86085f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"finance\\\", group_col_2=\\\"social\\\", target_col=\\\"class\\\", and target_value='not_recom'. Uses only the single provided table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21905,"cached_input_tokens":21376,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22e390ab2df86c1979775faeafa4b49ab236f375 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"social\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"finance\", \"social\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"finance\", group_col_2=\"social\", target_col=\"class\", and target_value='not_recom'. Uses only the single provided table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce9374d7a32f264d72bc465c690ba3043764c947 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:29.544255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:31.898259Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:40.682852Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf2f3b864e087598cd0bc35470cc8029c71c2210 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=finance, group_col_2=social, target_col=class. +Result preview: [{"finance": "convenient", "social": "nonprob", "target_rate": 0.3333333333333333}, {"finance": "convenient", "social": "problematic", "target_rate": 0.3333333333333333}, {"finance": "convenient", "social": "slightly_prob", "target_rate": 0.3333333333333333}, {"finance": "inconv", "social": "nonprob", "target_rate": 0.3333333333333333}, {"finance": "inconv", "social": "problematic", "target_rate": 0.3333333333333333}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4375a2a0921a84d7167aee548f4122fa15fa6499 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_e6895e23ced43d3a +-- problem_id: v2p_c7_6aec5579b2056753 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "social", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50795bb7201b58ad8eb1daba2fdbfb7de68e58d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"finance\", \"social\",\n AVG(CASE WHEN \"class\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"finance\", \"social\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"finance\\\", \\\"social\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\", \\\"social\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"finance\", \"social\", \"target_rate\"], \"rows\": [{\"finance\": \"convenient\", \"social\": \"nonprob\", \"target_rate\": 0.3333333333333333}, {\"finance\": \"convenient\", \"social\": \"problematic\", \"target_rate\": 0.3333333333333333}, {\"finance\": \"convenient\", \"social\": \"slightly_prob\", \"target_rate\": 0.3333333333333333}, {\"finance\": \"inconv\", \"social\": \"nonprob\", \"target_rate\": 0.3333333333333333}, {\"finance\": \"inconv\", \"social\": \"problematic\", \"target_rate\": 0.3333333333333333}, {\"finance\": \"inconv\", \"social\": \"slightly_prob\", \"target_rate\": 0.3333333333333333}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 31.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abe02666f518f0da035038f595213f5f95031edb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:50:29.345090+00:00", + "ended_at": "2026-05-04T08:50:41.760315+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_e6895e23ced43d3a", + "problem_id": "v2p_c7_6aec5579b2056753", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=finance, group_col_2=social, target_col=class.", + "bindings": { + "group_col": "finance", + "group_col_2": "social", + "target_col": "class", + "target_value": "not_recom", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_e6895e23ced43d3a.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_e6895e23ced43d3a", + "api_calls": 0, + "input_tokens": 21905, + "cached_input_tokens": 21376, + "output_tokens": 137, + "total_tokens": 22042, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1814, + "estimated_output_tokens": 121, + "estimated_total_tokens": 1935, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12340.18, + "sql_execution_elapsed_ms_total": 31.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_e6895e23ced43d3a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1934043e0c02d69ff50d908e22bf4c0f991abc01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_e6895e23ced43d3a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:41.713943+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12340.18, "started_at": "2026-05-04T08:50:29.348601+00:00", "ended_at": "2026-05-04T08:50:41.688783+00:00", "prompt_metrics": {"chars": 6556, "bytes_utf8": 6556, "lines": 207, "estimated_tokens": 1814}, "response_metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 21905, "cached_input_tokens": 21376, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:50:29.544255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:31.898259Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=class, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fd533af0fe815b6e3c76f001136cd32a4aaa905 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-57ce-74f2-be3d-a1b5a5443f66"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template with group_col=\\\"housing\\\", group_col_2=\\\"class\\\", target_col=\\\"class\\\", and target_value='recommend'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21903,"cached_input_tokens":19840,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8630e2ae90eddb3303204f83393ef3d8e3915add --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"class\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"housing\", \"class\"\nORDER BY \"target_rate\" DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template with group_col=\"housing\", group_col_2=\"class\", target_col=\"class\", and target_value='recommend'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..095505ac41ccbf93be64bdbe1ac887981ea0629d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:16.733540Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:19.172369Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:28.671075Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1b63f683e87eff29ecf6f30c64a06a2b2a71926 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=class, target_col=class. +Result preview: [{"housing": "convenient", "class": "recommend", "target_rate": 1.0}, {"housing": "convenient", "class": "not_recom", "target_rate": 0.0}, {"housing": "convenient", "class": "priority", "target_rate": 0.0}, {"housing": "convenient", "class": "spec_prior", "target_rate": 0.0}, {"housing": "convenient", "class": "very_recom", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad67c5233a60c0eb12ba579316f8d90b5d559c0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_edc9da1708396f31 +-- problem_id: v2p_c7_463a0960bbcbbbe4 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "class", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "housing", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8cefa68514434854723b830a90d5d1c14ffd858 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"class\",\n AVG(CASE WHEN \"class\" = 'recommend' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c7\"\nGROUP BY \"housing\", \"class\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"class\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'recommend' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"class\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"housing\", \"class\", \"target_rate\"], \"rows\": [{\"housing\": \"convenient\", \"class\": \"recommend\", \"target_rate\": 1.0}, {\"housing\": \"convenient\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"convenient\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"housing\": \"convenient\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"housing\": \"convenient\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"housing\": \"critical\", \"class\": \"very_recom\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"class\": \"not_recom\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"class\": \"priority\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"class\": \"spec_prior\", \"target_rate\": 0.0}, {\"housing\": \"less_conv\", \"class\": \"very_recom\", \"target_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9220017a380dbd47ad5442affb9374f50ad16d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:50:16.499634+00:00", + "ended_at": "2026-05-04T08:50:29.342983+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_edc9da1708396f31", + "problem_id": "v2p_c7_463a0960bbcbbbe4", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=housing, group_col_2=class, target_col=class.", + "bindings": { + "group_col": "housing", + "group_col_2": "class", + "target_col": "class", + "target_value": "recommend", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_edc9da1708396f31.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_edc9da1708396f31", + "api_calls": 0, + "input_tokens": 21903, + "cached_input_tokens": 19840, + "output_tokens": 133, + "total_tokens": 22036, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1812, + "estimated_output_tokens": 117, + "estimated_total_tokens": 1929, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12800.31, + "sql_execution_elapsed_ms_total": 13.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_edc9da1708396f31\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..304ae62e47cff1be4990fd2115cbadd96e5a81b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_edc9da1708396f31/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:29.320990+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12800.31, "started_at": "2026-05-04T08:50:16.500234+00:00", "ended_at": "2026-05-04T08:50:29.304083+00:00", "prompt_metrics": {"chars": 6547, "bytes_utf8": 6547, "lines": 207, "estimated_tokens": 1812}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 21903, "cached_input_tokens": 19840, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:50:16.733540Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:19.172369Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=form.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd278010eb47cab755cbaffd54e6236366f62f44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-a706-7e62-baef-6f67417b26f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"form\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'improper'\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the planned filtered two-dimensional group count template with group_col=\\\"parents\\\", group_col_2=\\\"form\\\", and predicate \\\"has_nurs\\\" = 'improper'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21895,"cached_input_tokens":19840,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..432324e410d6768de9b8875800371e36ebd07633 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"form\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"has_nurs\" = 'improper'\nGROUP BY \"parents\", \"form\"\nORDER BY row_count DESC;","notes":"Applied the planned filtered two-dimensional group count template with group_col=\"parents\", group_col_2=\"form\", and predicate \"has_nurs\" = 'improper'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b63b3fbeaf2af07eeca0e7430f34d02629aa31f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:03.806027Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:06.311793Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:13.764888Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f77e384d8b6fd2c437cfe30827504593ee367b17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=form. +Result preview: [{"parents": "great_pret", "form": "complete", "row_count": 216}, {"parents": "great_pret", "form": "completed", "row_count": 216}, {"parents": "great_pret", "form": "foster", "row_count": 216}, {"parents": "great_pret", "form": "incomplete", "row_count": 216}, {"parents": "pretentious", "form": "complete", "row_count": 216}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5e59d4c534a7ba9d43375b2b6167fb8c91f5cfd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_ee1826b7b97874ea +-- problem_id: v2p_c7_8ec86697e23d0ab8 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "form", COUNT(*) AS row_count +FROM "c7" +WHERE "has_nurs" = 'improper' +GROUP BY "parents", "form" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74c748e1e18d2db1e95649517f313d9c26a6f416 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"form\", COUNT(*) AS row_count\nFROM \"c7\"\nWHERE \"has_nurs\" = 'improper'\nGROUP BY \"parents\", \"form\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"form\\\", COUNT(*) AS row_count\\nFROM \\\"c7\\\"\\nWHERE \\\"has_nurs\\\" = 'improper'\\nGROUP BY \\\"parents\\\", \\\"form\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"parents\", \"form\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"form\": \"complete\", \"row_count\": 216}, {\"parents\": \"great_pret\", \"form\": \"completed\", \"row_count\": 216}, {\"parents\": \"great_pret\", \"form\": \"foster\", \"row_count\": 216}, {\"parents\": \"great_pret\", \"form\": \"incomplete\", \"row_count\": 216}, {\"parents\": \"pretentious\", \"form\": \"complete\", \"row_count\": 216}, {\"parents\": \"pretentious\", \"form\": \"completed\", \"row_count\": 216}, {\"parents\": \"pretentious\", \"form\": \"foster\", \"row_count\": 216}, {\"parents\": \"pretentious\", \"form\": \"incomplete\", \"row_count\": 216}, {\"parents\": \"usual\", \"form\": \"complete\", \"row_count\": 216}, {\"parents\": \"usual\", \"form\": \"completed\", \"row_count\": 216}, {\"parents\": \"usual\", \"form\": \"foster\", \"row_count\": 216}, {\"parents\": \"usual\", \"form\": \"incomplete\", \"row_count\": 216}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6151d3fabaca23bfa877c28affd5d4d1f2d34062 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:44:03.544609+00:00", + "ended_at": "2026-05-04T08:44:14.640017+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_ee1826b7b97874ea", + "problem_id": "v2p_c7_8ec86697e23d0ab8", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=form.", + "bindings": { + "group_col": "parents", + "group_col_2": "form", + "predicate_col": "has_nurs", + "predicate_op": "=", + "predicate_value": "improper", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_ee1826b7b97874ea.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ee1826b7b97874ea", + "api_calls": 0, + "input_tokens": 21895, + "cached_input_tokens": 19840, + "output_tokens": 145, + "total_tokens": 22040, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1804, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1906, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11061.13, + "sql_execution_elapsed_ms_total": 5.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_ee1826b7b97874ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb2545dc86e0e8264897480f0c4a3592e76d0389 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ee1826b7b97874ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:44:14.626507+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11061.13, "started_at": "2026-05-04T08:44:03.548088+00:00", "ended_at": "2026-05-04T08:44:14.608412+00:00", "prompt_metrics": {"chars": 6557, "bytes_utf8": 6557, "lines": 208, "estimated_tokens": 1804}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21895, "cached_input_tokens": 19840, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:44:03.806027Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:06.311793Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=health, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1db604e69de64a816bf81e0b98a3a656d1f105f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-08cf-7a60-bb0d-ccbce47eda8c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"health\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=5, and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":19840,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de2d6d833568acef0ad318c758a1a750b94b9c8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"health\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"health\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"health\", target_col=\"class\", target_value='very_recom', min_support=5, and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf52c246cca94fba33b680419874a005f7da4dee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:08.490459Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:10.856090Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:18.657625Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..caf6f3bf155ae0555c79e36f37d7647a390e43f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=health, target_col=class. +Result preview: [{"health": "recommended", "support": 4320, "focus_rate": 0.07592592592592592}, {"health": "not_recom", "support": 4320, "focus_rate": 0.0}, {"health": "priority", "support": 4320, "focus_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d7ec2583ffaf340f6fed97c0a61f9239a93fdd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f04d4f3e41ed9f95 +-- problem_id: v2p_c7_f7034425d26bf755 +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "health" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1b8c45260baee6b539064cc76b09f433de0bea2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"health\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"health\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"health\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"health\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"health\", \"support\", \"focus_rate\"], \"rows\": [{\"health\": \"recommended\", \"support\": 4320, \"focus_rate\": 0.07592592592592592}, {\"health\": \"not_recom\", \"support\": 4320, \"focus_rate\": 0.0}, {\"health\": \"priority\", \"support\": 4320, \"focus_rate\": 0.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ef2ebe1d1b236d5b37a8e869ed5319608f75c0aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:04:08.228297+00:00", + "ended_at": "2026-05-04T09:04:19.550523+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f04d4f3e41ed9f95", + "problem_id": "v2p_c7_f7034425d26bf755", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=health, target_col=class.", + "bindings": { + "group_col": "health", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_f04d4f3e41ed9f95.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f04d4f3e41ed9f95", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 22066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11255.83, + "sql_execution_elapsed_ms_total": 13.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f04d4f3e41ed9f95\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e9ca6a6fa2c0a56687c36f7f24ade8724ac53f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:19.527562+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11255.83, "started_at": "2026-05-04T09:04:08.245531+00:00", "ended_at": "2026-05-04T09:04:19.501359+00:00", "prompt_metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21917, "cached_input_tokens": 19840, "output_tokens": 149}, "stderr_preview": "2026-05-04T09:04:08.490459Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:10.856090Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"health\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=5, and top_k=13.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..29fea7e3e2f860d1cae5668f41a19d5d9212ed1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f04d4f3e41ed9f95/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f04d4f3e41ed9f95", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 22066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11255.83, + "sql_execution_elapsed_ms_total": 13.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f04d4f3e41ed9f95\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f17fa99ce1040b85d8915cd8ae143746e566c1c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6592, "bytes_utf8": 6592, "lines": 205, "estimated_tokens": 1830}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 21919, "cached_input_tokens": 21376, "output_tokens": 168}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b7e77455cfe703737681045222b0a88dec661f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f179f7603646aa72", + "api_calls": 0, + "input_tokens": 21919, + "cached_input_tokens": 21376, + "output_tokens": 168, + "total_tokens": 22087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1830, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11300.25, + "sql_execution_elapsed_ms_total": 8.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f179f7603646aa72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3cee9046a1cde4936b8d83b0c5599e52174730c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:05:31.376884+00:00", + "ended_at": "2026-05-04T09:05:42.677590+00:00", + "elapsed_ms": 11300.25, + "prompt_metrics": { + "chars": 6592, + "bytes_utf8": 6592, + "lines": 205, + "estimated_tokens": 1830 + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "lines": 4, + "estimated_tokens": 248 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 462, + "bytes_utf8": 462, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 21919, + "cached_input_tokens": 21376, + "output_tokens": 168 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75347b572dbc212462288697dd5c6256c55a8741 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,205 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "has_nurs", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdb8c4dd37117cfc7b47c1ee0c1e9737a924fd0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-4d62-7aa3-a8d4-bdb3b7c5174b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"has_nurs\\\", target_col=\\\"class\\\", target_value='priority', min_support=4, and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21919,"cached_input_tokens":21376,"output_tokens":168}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a60b4fddd152cb06355e535b26b3b59b14081144 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"has_nurs\", target_col=\"class\", target_value='priority', min_support=4, and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c517d43169d2fa5f0d1f441eda25d83cd1d308d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:31.541966Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:33.871033Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:41.725741Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd8640829b0cb9c3989cd782ad304b8305aabc7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, target_col=class. +Result preview: [{"has_nurs": "less_proper", "support": 2592, "focus_rate": 0.5185185185185185}, {"has_nurs": "proper", "support": 2592, "focus_rate": 0.5185185185185185}, {"has_nurs": "improper", "support": 2592, "focus_rate": 0.3487654320987654}, {"has_nurs": "critical", "support": 2592, "focus_rate": 0.17901234567901234}, {"has_nurs": "very_crit", "support": 2592, "focus_rate": 0.08101851851851852}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3da4d05517ac5d722255cc55d66601decdaeaa2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f179f7603646aa72 +-- problem_id: v2p_c7_24c70db14c254e40 +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "has_nurs" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f81d32d541dd06490b88d01c483afae7b43e1f39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"has_nurs\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"has_nurs\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"has_nurs\", \"support\", \"focus_rate\"], \"rows\": [{\"has_nurs\": \"less_proper\", \"support\": 2592, \"focus_rate\": 0.5185185185185185}, {\"has_nurs\": \"proper\", \"support\": 2592, \"focus_rate\": 0.5185185185185185}, {\"has_nurs\": \"improper\", \"support\": 2592, \"focus_rate\": 0.3487654320987654}, {\"has_nurs\": \"critical\", \"support\": 2592, \"focus_rate\": 0.17901234567901234}, {\"has_nurs\": \"very_crit\", \"support\": 2592, \"focus_rate\": 0.08101851851851852}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b481f70c069cf82da0f62ef68bb1e6adfc7cc44d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:05:31.373727+00:00", + "ended_at": "2026-05-04T09:05:42.712412+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f179f7603646aa72", + "problem_id": "v2p_c7_24c70db14c254e40", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, target_col=class.", + "bindings": { + "group_col": "has_nurs", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_f179f7603646aa72.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f179f7603646aa72", + "api_calls": 0, + "input_tokens": 21919, + "cached_input_tokens": 21376, + "output_tokens": 168, + "total_tokens": 22087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1830, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11300.25, + "sql_execution_elapsed_ms_total": 8.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f179f7603646aa72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a79a802fb9683d2499d270a78b7ca64101692351 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:42.695698+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11300.25, "started_at": "2026-05-04T09:05:31.376884+00:00", "ended_at": "2026-05-04T09:05:42.677590+00:00", "prompt_metrics": {"chars": 6592, "bytes_utf8": 6592, "lines": 205, "estimated_tokens": 1830}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 21919, "cached_input_tokens": 21376, "output_tokens": 168}, "stderr_preview": "2026-05-04T09:05:31.541966Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:33.871033Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"has_nurs\\\", target_col=\\\"class\\\", target_value='priority', min_support=4, and top_k=16.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0ffa0950e1bea0712756e5e64d5ce7e334b9f793 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f179f7603646aa72/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f179f7603646aa72", + "api_calls": 0, + "input_tokens": 21919, + "cached_input_tokens": 21376, + "output_tokens": 168, + "total_tokens": 22087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1830, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11300.25, + "sql_execution_elapsed_ms_total": 8.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f179f7603646aa72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf46556e0d3fae9d7f411db3b9ee62359e333c99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 208, "estimated_tokens": 1790}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..89d18a85917d618bd34c77ce096f21e429276cc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f46706dd02b01c38", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 22002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1897, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12214.89, + "sql_execution_elapsed_ms_total": 4.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f46706dd02b01c38\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f13861b46b5b82f8eda74f4f9fac5a9fd293bd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:17:22.697015+00:00", + "ended_at": "2026-05-04T09:17:34.912143+00:00", + "elapsed_ms": 12214.89, + "prompt_metrics": { + "chars": 6584, + "bytes_utf8": 6584, + "lines": 208, + "estimated_tokens": 1790 + }, + "stdout_metrics": { + "chars": 792, + "bytes_utf8": 792, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 454, + "bytes_utf8": 454, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 123 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e915cabd796d1bb5014e56cff33bec6a873ade05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,208 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "entity_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_distinct_topk", + "bindings": { + "group_col": "children", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "entity_col": "children", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ff11f772cbdd2f2323b7b901b8045968b869748 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-2825-74c1-94f0-e0149a5d3243"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with bound roles exactly as provided: group_col=\\\"children\\\", entity_col=\\\"children\\\", predicate_col=\\\"health\\\", predicate_op=\\\"=\\\", predicate_value='priority', top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21879,"cached_input_tokens":20864,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb9ea6dfb035ee5093d92beb2575345caa853397 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 18;","notes":"Used the required template with bound roles exactly as provided: group_col=\"children\", entity_col=\"children\", predicate_col=\"health\", predicate_op=\"=\", predicate_value='priority', top_k=18."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..547331c500f52e37eeb9922fbd13da916476a5fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:22.933210Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:25.176589Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:34.093690Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2beec8ff72898d4ec14c3a0ae51b5de90908b705 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children. +Result preview: [{"children": "more", "distinct_entities": 1}, {"children": "3", "distinct_entities": 1}, {"children": "2", "distinct_entities": 1}, {"children": "1", "distinct_entities": 1}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..98ee6ff805a32068c63b8fc6e9e229253ab9b21a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_f46706dd02b01c38 +-- problem_id: v2p_c7_6904e08318d3918a +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f16fba2dda21957a8f5955fc0059ec839f2be35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_distinct_topk\nSELECT \"children\", COUNT(DISTINCT \"children\") AS distinct_entities\nFROM \"c7\"\nWHERE \"health\" = 'priority'\nGROUP BY \"children\"\nORDER BY distinct_entities DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_distinct_topk\\nSELECT \\\"children\\\", COUNT(DISTINCT \\\"children\\\") AS distinct_entities\\nFROM \\\"c7\\\"\\nWHERE \\\"health\\\" = 'priority'\\nGROUP BY \\\"children\\\"\\nORDER BY distinct_entities DESC\\nLIMIT 18;\", \"columns\": [\"children\", \"distinct_entities\"], \"rows\": [{\"children\": \"more\", \"distinct_entities\": 1}, {\"children\": \"3\", \"distinct_entities\": 1}, {\"children\": \"2\", \"distinct_entities\": 1}, {\"children\": \"1\", \"distinct_entities\": 1}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e835b2d81f963926c894a378e79e43fb5fd1e04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:17:22.693909+00:00", + "ended_at": "2026-05-04T09:17:34.941478+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f46706dd02b01c38", + "problem_id": "v2p_c7_6904e08318d3918a", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_distinct_topk", + "template_name": "Filtered Top-k Distinct Coverage", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Top-k Distinct Coverage to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "health", + "predicate_op": "=", + "predicate_value": "priority", + "entity_col": "children", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "entity_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY distinct_entities DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=rule_backfill", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "rule_backfill", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_f46706dd02b01c38.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f46706dd02b01c38", + "api_calls": 0, + "input_tokens": 21879, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 22002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1790, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1897, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12214.89, + "sql_execution_elapsed_ms_total": 4.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f46706dd02b01c38\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ea866355cd28b2ae5a49d63683fad83ed8f8396 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f46706dd02b01c38/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:34.929407+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12214.89, "started_at": "2026-05-04T09:17:22.697015+00:00", "ended_at": "2026-05-04T09:17:34.912143+00:00", "prompt_metrics": {"chars": 6584, "bytes_utf8": 6584, "lines": 208, "estimated_tokens": 1790}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21879, "cached_input_tokens": 20864, "output_tokens": 123}, "stderr_preview": "2026-05-04T09:17:22.933210Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:25.176589Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "form", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "complete", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26e9c46569980c5b747f9e4982e10cd1e2eeef1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-5546-7091-b0a6-37704c8534d4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"form\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'complete'\\nGROUP BY \\\"form\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles: group_col=\\\"form\\\" and predicate_col=\\\"form\\\", filtering to 'complete' and returning top 11 groups.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21846,"cached_input_tokens":21376,"output_tokens":122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cce9de445e24aa1f092907949d1dd61b7f94586a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"form\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"form\" = 'complete'\nGROUP BY \"form\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the required Filtered Top-k Group Count template with bound roles: group_col=\"form\" and predicate_col=\"form\", filtering to 'complete' and returning top 11 groups."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..138580e1311783270c446e1493014468956b8c74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:00.402353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:02.930727Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:10.396883Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a369f82c78ed159e7031c638644e2f299d4c101 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form. +Result preview: [{"form": "complete", "support": 3240}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1f837170db174d981935e7654d6034245ecfa39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_f514044d47eb9806 +-- problem_id: v2p_c7_eb294f2d9280775c +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS support +FROM "c7" +WHERE "form" = 'complete' +GROUP BY "form" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e128d5955245d740ccbfa4778f3901cf88b6eeb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"form\", COUNT(*) AS support\nFROM \"c7\"\nWHERE \"form\" = 'complete'\nGROUP BY \"form\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"form\\\", COUNT(*) AS support\\nFROM \\\"c7\\\"\\nWHERE \\\"form\\\" = 'complete'\\nGROUP BY \\\"form\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"form\", \"support\"], \"rows\": [{\"form\": \"complete\", \"support\": 3240}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9e3e7de95011087732381401e6e1116063d5620a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:59:00.135008+00:00", + "ended_at": "2026-05-04T08:59:11.159807+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f514044d47eb9806", + "problem_id": "v2p_c7_eb294f2d9280775c", + "dataset_id": "c7", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=form.", + "bindings": { + "group_col": "form", + "predicate_col": "form", + "predicate_op": "=", + "predicate_value": "complete", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_f514044d47eb9806.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f514044d47eb9806", + "api_calls": 0, + "input_tokens": 21846, + "cached_input_tokens": 21376, + "output_tokens": 122, + "total_tokens": 21968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1757, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10981.6, + "sql_execution_elapsed_ms_total": 5.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f514044d47eb9806\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04a6db1cf0c96d6312dc25a0c47469eca5d50d69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f514044d47eb9806/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:11.142838+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10981.6, "started_at": "2026-05-04T08:59:00.138949+00:00", "ended_at": "2026-05-04T08:59:11.120472+00:00", "prompt_metrics": {"chars": 6430, "bytes_utf8": 6430, "lines": 206, "estimated_tokens": 1757}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21846, "cached_input_tokens": 21376, "output_tokens": 122}, "stderr_preview": "2026-05-04T08:59:00.402353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:02.930727Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=finance, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b72a93a3d1961ab0ea85ba2efa2b07508f70a601 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-6331-70e3-90ad-51aeecb54ec5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"finance\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the requested Tail Target-Rate Extremes template with group_col=\\\"finance\\\", target_col=\\\"class\\\", target_value='priority', min_support=4, and top_k=16. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21915,"cached_input_tokens":20864,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43cb1250765e36452637078eb4d2c3c897242e6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"finance\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Used the requested Tail Target-Rate Extremes template with group_col=\"finance\", target_col=\"class\", target_value='priority', min_support=4, and top_k=16. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..289811b1457fd17d591791aad5e623a804e39bcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:26.059831Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:28.846925Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:40.168117Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..17c01e81bdbe06f83e649a689938d212244ccbcd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=finance, target_col=class. +Result preview: [{"finance": "convenient", "support": 6480, "focus_rate": 0.34629629629629627}, {"finance": "inconv", "support": 6480, "focus_rate": 0.31203703703703706}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f89a4f3963b960e2c9e63eb2b6e215f7ca2f05f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f5209204cb7b7bc0 +-- problem_id: v2p_c7_eaee370573e9c00b +-- realization_mode: agent +-- source_kind: agent +SELECT + "finance", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "finance" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1c41219ee168636c4bfaf516f2b2e1f506028fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"finance\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"finance\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"finance\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"finance\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"finance\", \"support\", \"focus_rate\"], \"rows\": [{\"finance\": \"convenient\", \"support\": 6480, \"focus_rate\": 0.34629629629629627}, {\"finance\": \"inconv\", \"support\": 6480, \"focus_rate\": 0.31203703703703706}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e278f3f687f70a609130c809d6e1ececd047345d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:03:25.883388+00:00", + "ended_at": "2026-05-04T09:03:41.048567+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f5209204cb7b7bc0", + "problem_id": "v2p_c7_eaee370573e9c00b", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=finance, target_col=class.", + "bindings": { + "group_col": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_f5209204cb7b7bc0.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f5209204cb7b7bc0", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 158, + "total_tokens": 22073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15105.53, + "sql_execution_elapsed_ms_total": 9.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f5209204cb7b7bc0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97decae70e8da93c0a5caa9cf5f7f14067a8d0c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:41.014833+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15105.53, "started_at": "2026-05-04T09:03:25.887525+00:00", "ended_at": "2026-05-04T09:03:40.993189+00:00", "prompt_metrics": {"chars": 6588, "bytes_utf8": 6588, "lines": 205, "estimated_tokens": 1826}, "response_metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 21915, "cached_input_tokens": 20864, "output_tokens": 158}, "stderr_preview": "2026-05-04T09:03:26.059831Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:28.846925Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the requested Tail Target-Rate Extremes template with group_col=\\\"finance\\\", target_col=\\\"class\\\", target_value='priority', min_support=4, and top_k=16. All identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a84f84c6af6bbc2d9feead5b65ae16f1d5954713 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5209204cb7b7bc0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f5209204cb7b7bc0", + "api_calls": 0, + "input_tokens": 21915, + "cached_input_tokens": 20864, + "output_tokens": 158, + "total_tokens": 22073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1826, + "estimated_output_tokens": 142, + "estimated_total_tokens": 1968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15105.53, + "sql_execution_elapsed_ms_total": 9.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f5209204cb7b7bc0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c7d2bd5a247d7097271161522b97c7e34544726 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6509, "bytes_utf8": 6509, "lines": 207, "estimated_tokens": 1781}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 21872, "cached_input_tokens": 20864, "output_tokens": 176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ea3b4e5c00b5bac214f30d62a0de22c37215c6e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f5dd7c48dabbe491", + "api_calls": 0, + "input_tokens": 21872, + "cached_input_tokens": 20864, + "output_tokens": 176, + "total_tokens": 22048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1781, + "estimated_output_tokens": 114, + "estimated_total_tokens": 1895, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12967.99, + "sql_execution_elapsed_ms_total": 7.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f5dd7c48dabbe491\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..874ae030bd3715ca2a340bf21561fd039fd64278 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:52:32.742498+00:00", + "ended_at": "2026-05-04T08:52:45.708117+00:00", + "elapsed_ms": 12967.99, + "prompt_metrics": { + "chars": 6509, + "bytes_utf8": 6509, + "lines": 207, + "estimated_tokens": 1781 + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 448, + "bytes_utf8": 448, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 21872, + "cached_input_tokens": 20864, + "output_tokens": 176 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..880a29d9e165704ea979c38e94edd3d3f8f57ba0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,207 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, condition_col=has_nurs.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "critical", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e893fdb16d09faa4493bce28d7fc2761475363e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-6bf1-7843-accf-1e89c6a05f0c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"has_nurs\\\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"has_nurs\\\" and condition_col=\\\"has_nurs\\\", using condition_value='critical'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21872,"cached_input_tokens":20864,"output_tokens":176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bf3a15f7055793402349d5aac2dba3c43cef77a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"has_nurs\",\n AVG(CASE WHEN \"has_nurs\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"has_nurs\" and condition_col=\"has_nurs\", using condition_value='critical'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50d8e41d35affb9ab5930c13af542111dd39848c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:32.959560Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:35.414970Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:44.775715Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b4e4b45d507c845d7133445ca2f702c51215754 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, condition_col=has_nurs. +Result preview: [{"has_nurs": "critical", "condition_rate": 1.0}, {"has_nurs": "very_crit", "condition_rate": 0.0}, {"has_nurs": "proper", "condition_rate": 0.0}, {"has_nurs": "less_proper", "condition_rate": 0.0}, {"has_nurs": "improper", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df5ffecec57f8814c4dab8e95affc928d3128a7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_f5dd7c48dabbe491 +-- problem_id: v2p_c7_0ead1cf3d0dca363 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", + AVG(CASE WHEN "has_nurs" = 'critical' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "has_nurs" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcb8d6f613f87e783bf63bb78735674d3159c176 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"has_nurs\",\n AVG(CASE WHEN \"has_nurs\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c7\"\nGROUP BY \"has_nurs\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"has_nurs\\\",\\n AVG(CASE WHEN \\\"has_nurs\\\" = 'critical' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"has_nurs\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"has_nurs\", \"condition_rate\"], \"rows\": [{\"has_nurs\": \"critical\", \"condition_rate\": 1.0}, {\"has_nurs\": \"very_crit\", \"condition_rate\": 0.0}, {\"has_nurs\": \"proper\", \"condition_rate\": 0.0}, {\"has_nurs\": \"less_proper\", \"condition_rate\": 0.0}, {\"has_nurs\": \"improper\", \"condition_rate\": 0.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e66cb742ad5c719fb83d2099103b5492b3d0ee4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:52:32.738891+00:00", + "ended_at": "2026-05-04T08:52:45.748813+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f5dd7c48dabbe491", + "problem_id": "v2p_c7_0ead1cf3d0dca363", + "dataset_id": "c7", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=has_nurs, condition_col=has_nurs.", + "bindings": { + "group_col": "has_nurs", + "condition_col": "has_nurs", + "condition_value": "critical", + "positive_value": "critical", + "negative_value": "improper", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_f5dd7c48dabbe491.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f5dd7c48dabbe491", + "api_calls": 0, + "input_tokens": 21872, + "cached_input_tokens": 20864, + "output_tokens": 176, + "total_tokens": 22048, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1781, + "estimated_output_tokens": 114, + "estimated_total_tokens": 1895, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12967.99, + "sql_execution_elapsed_ms_total": 7.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f5dd7c48dabbe491\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d8f06154cf23058780daa148a0a9f1b8bb34587 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f5dd7c48dabbe491/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:45.733648+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12967.99, "started_at": "2026-05-04T08:52:32.742498+00:00", "ended_at": "2026-05-04T08:52:45.708117+00:00", "prompt_metrics": {"chars": 6509, "bytes_utf8": 6509, "lines": 207, "estimated_tokens": 1781}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 21872, "cached_input_tokens": 20864, "output_tokens": 176}, "stderr_preview": "2026-05-04T08:52:32.959560Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:35.414970Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=finance.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f75cc97393b30653e91381b85fb2695ed38c84c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-3298-7873-884a-0a28bb891e74"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"finance\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the required filtered two-dimensional group count template with fixed bindings: group_col=parents, group_col_2=finance, predicate_col=housing, predicate_op='=', predicate_value='critical'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21893,"cached_input_tokens":19840,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..117d6677fcfa66c90204746d831c686894127fab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"finance\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"parents\", \"finance\"\nORDER BY \"row_count\" DESC;","notes":"Used the required filtered two-dimensional group count template with fixed bindings: group_col=parents, group_col_2=finance, predicate_col=housing, predicate_op='=', predicate_value='critical'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60aa52755c628461cbd1c63403c16041139e07b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:39.508845Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:41.897022Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:51.563590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..375a68823d75a12d8b50e6e5cff1c37e60071106 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=finance. +Result preview: [{"parents": "great_pret", "finance": "convenient", "row_count": 720}, {"parents": "great_pret", "finance": "inconv", "row_count": 720}, {"parents": "pretentious", "finance": "convenient", "row_count": 720}, {"parents": "pretentious", "finance": "inconv", "row_count": 720}, {"parents": "usual", "finance": "convenient", "row_count": 720}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2904d64c8002d4fdb60fe029bc07a3463408cce7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_f64c4070bc71f8a3 +-- problem_id: v2p_c7_f51d1688da825370 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "finance", COUNT(*) AS "row_count" +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "parents", "finance" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8abda735082fc1233f18e054096c566388774cf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"parents\", \"finance\", COUNT(*) AS \"row_count\"\nFROM \"c7\"\nWHERE \"housing\" = 'critical'\nGROUP BY \"parents\", \"finance\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"parents\\\", \\\"finance\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"c7\\\"\\nWHERE \\\"housing\\\" = 'critical'\\nGROUP BY \\\"parents\\\", \\\"finance\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"parents\", \"finance\", \"row_count\"], \"rows\": [{\"parents\": \"great_pret\", \"finance\": \"convenient\", \"row_count\": 720}, {\"parents\": \"great_pret\", \"finance\": \"inconv\", \"row_count\": 720}, {\"parents\": \"pretentious\", \"finance\": \"convenient\", \"row_count\": 720}, {\"parents\": \"pretentious\", \"finance\": \"inconv\", \"row_count\": 720}, {\"parents\": \"usual\", \"finance\": \"convenient\", \"row_count\": 720}, {\"parents\": \"usual\", \"finance\": \"inconv\", \"row_count\": 720}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..45596a77971f1a5e2d56798dae7596947867bc5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:44:39.280611+00:00", + "ended_at": "2026-05-04T08:44:52.408572+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f64c4070bc71f8a3", + "problem_id": "v2p_c7_f51d1688da825370", + "dataset_id": "c7", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=parents, group_col_2=finance.", + "bindings": { + "group_col": "parents", + "group_col_2": "finance", + "predicate_col": "housing", + "predicate_op": "=", + "predicate_value": "critical", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_f64c4070bc71f8a3.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f64c4070bc71f8a3", + "api_calls": 0, + "input_tokens": 21893, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22023, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1802, + "estimated_output_tokens": 114, + "estimated_total_tokens": 1916, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13093.75, + "sql_execution_elapsed_ms_total": 6.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f64c4070bc71f8a3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e22b7f0243e2f4cc19e03a0bb82ea12050dc7876 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f64c4070bc71f8a3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:44:52.394953+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13093.75, "started_at": "2026-05-04T08:44:39.283351+00:00", "ended_at": "2026-05-04T08:44:52.377158+00:00", "prompt_metrics": {"chars": 6563, "bytes_utf8": 6563, "lines": 208, "estimated_tokens": 1802}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 21893, "cached_input_tokens": 19840, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:44:39.508845Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:41.897022Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=finance, target_col=class.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "housing", + "group_col_2": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b9051e9b8c6251e77b006a07b45b26d5ea12a17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-208e-7d33-8ed2-ea14732f8754"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"finance\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"finance\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Filled the provided Two-Axis Target Rate Surface template with group_col=housing, group_col_2=finance, target_col=class, and target_value='priority'. Uses only the single table c7 and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21902,"cached_input_tokens":19840,"output_tokens":167}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a669ee2c813cd1ec2c65df27802905c1caab7288 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"finance\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"finance\"\nORDER BY target_rate DESC;","notes":"Filled the provided Two-Axis Target Rate Surface template with group_col=housing, group_col_2=finance, target_col=class, and target_value='priority'. Uses only the single table c7 and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b76f1dd2962943ca7e36949aacd630d412c5875b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:48:57.036576Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:48:59.684224Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:07.380081Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ec28992f4d8893e13754588d8f19c738590dd9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=finance, target_col=class. +Result preview: [{"housing": "convenient", "finance": "convenient", "target_rate": 0.42592592592592593}, {"housing": "convenient", "finance": "inconv", "target_rate": 0.32314814814814813}, {"housing": "less_conv", "finance": "convenient", "target_rate": 0.32314814814814813}, {"housing": "less_conv", "finance": "inconv", "target_rate": 0.32314814814814813}, {"housing": "critical", "finance": "convenient", "target_rate": 0.2898148148148148}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9f7c651f48531fb8e836adb56a5730c324da107 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_f6fe8d9224795df3 +-- problem_id: v2p_c7_9add6b51a77f472b +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "finance", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "housing", "finance" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fb6e14eec1adebd359fba6cad1f76a84f0a14f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"housing\", \"finance\",\n AVG(CASE WHEN \"class\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c7\"\nGROUP BY \"housing\", \"finance\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"housing\\\", \\\"finance\\\",\\n AVG(CASE WHEN \\\"class\\\" = 'priority' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"housing\\\", \\\"finance\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"housing\", \"finance\", \"target_rate\"], \"rows\": [{\"housing\": \"convenient\", \"finance\": \"convenient\", \"target_rate\": 0.42592592592592593}, {\"housing\": \"convenient\", \"finance\": \"inconv\", \"target_rate\": 0.32314814814814813}, {\"housing\": \"less_conv\", \"finance\": \"convenient\", \"target_rate\": 0.32314814814814813}, {\"housing\": \"less_conv\", \"finance\": \"inconv\", \"target_rate\": 0.32314814814814813}, {\"housing\": \"critical\", \"finance\": \"convenient\", \"target_rate\": 0.2898148148148148}, {\"housing\": \"critical\", \"finance\": \"inconv\", \"target_rate\": 0.2898148148148148}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff53c9c01320dadde66b901669c3da4ae89dbd19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:48:56.770403+00:00", + "ended_at": "2026-05-04T08:49:08.390909+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f6fe8d9224795df3", + "problem_id": "v2p_c7_9add6b51a77f472b", + "dataset_id": "c7", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=housing, group_col_2=finance, target_col=class.", + "bindings": { + "group_col": "housing", + "group_col_2": "finance", + "target_col": "class", + "target_value": "priority", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_f6fe8d9224795df3.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f6fe8d9224795df3", + "api_calls": 0, + "input_tokens": 21902, + "cached_input_tokens": 19840, + "output_tokens": 167, + "total_tokens": 22069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1811, + "estimated_output_tokens": 118, + "estimated_total_tokens": 1929, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11550.91, + "sql_execution_elapsed_ms_total": 25.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f6fe8d9224795df3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8066ec86df492b6fb1095395098245838d719485 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f6fe8d9224795df3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:08.354627+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11550.91, "started_at": "2026-05-04T08:48:56.773486+00:00", "ended_at": "2026-05-04T08:49:08.324576+00:00", "prompt_metrics": {"chars": 6553, "bytes_utf8": 6553, "lines": 207, "estimated_tokens": 1811}, "response_metrics": {"chars": 461, "bytes_utf8": 461, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 21902, "cached_input_tokens": 19840, "output_tokens": 167}, "stderr_preview": "2026-05-04T08:48:57.036576Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:48:59.684224Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=health, condition_col=health.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b0e471aabd442ee2cc633f6cad0fd0a2dc67279 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-ffbd-70a0-8f2f-b6edbe96c99d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"health\\\",\\n SUM(CASE WHEN \\\"health\\\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"health\\\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"health\\\"\\n)\\nSELECT \\\"health\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided grouped ratio template with group_col=\\\"health\\\" and condition_col=\\\"health\\\", comparing 'not_recom' to 'priority' in SQLite-compatible SQL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22015,"cached_input_tokens":19840,"output_tokens":212}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd58b8b8f6dfab8d7d666fca6b2988fb817023b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"health\",\n SUM(CASE WHEN \"health\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"health\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"health\"\n)\nSELECT \"health\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided grouped ratio template with group_col=\"health\" and condition_col=\"health\", comparing 'not_recom' to 'priority' in SQLite-compatible SQL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66eaa87fa5a3483b6140aed4d41194ab830eebbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:46:37.581523Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:46:39.872160Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:46:50.201882Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c7ad5c51ee9654cd8f92c494b36c3e3f2a3afa8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=health, condition_col=health. +Result preview: [{"health": "priority", "condition_ratio": 0.0}, {"health": "not_recom", "condition_ratio": null}, {"health": "recommended", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6f6b036274dfb150b8c9d2dcb35e90db3ca7cd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_f932c20002491fb2 +-- problem_id: v2p_c7_93a89602ee631565 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "health", + SUM(CASE WHEN "health" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "health" = 'priority' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "health" +) +SELECT "health", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eda72b891743641c4839c7778a7affb5bd0ada30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"health\",\n SUM(CASE WHEN \"health\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"health\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"health\"\n)\nSELECT \"health\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"health\\\",\\n SUM(CASE WHEN \\\"health\\\" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"health\\\" = 'priority' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"health\\\"\\n)\\nSELECT \\\"health\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"health\", \"condition_ratio\"], \"rows\": [{\"health\": \"priority\", \"condition_ratio\": 0.0}, {\"health\": \"not_recom\", \"condition_ratio\": null}, {\"health\": \"recommended\", \"condition_ratio\": null}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f0a41ec27c891f50b7d061fe4e45ce355a909b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:46:37.359227+00:00", + "ended_at": "2026-05-04T08:46:51.069906+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_f932c20002491fb2", + "problem_id": "v2p_c7_93a89602ee631565", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=health, condition_col=health.", + "bindings": { + "group_col": "health", + "condition_col": "health", + "condition_value": "not_recom", + "positive_value": "not_recom", + "negative_value": "priority", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_f932c20002491fb2.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_f932c20002491fb2", + "api_calls": 0, + "input_tokens": 22015, + "cached_input_tokens": 19840, + "output_tokens": 212, + "total_tokens": 22227, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1924, + "estimated_output_tokens": 167, + "estimated_total_tokens": 2091, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13673.31, + "sql_execution_elapsed_ms_total": 9.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_f932c20002491fb2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0b3a7b5e59cfd1a8fe79e9ad12913a8909c2d7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_f932c20002491fb2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:46:51.055257+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13673.31, "started_at": "2026-05-04T08:46:37.362723+00:00", "ended_at": "2026-05-04T08:46:51.036064+00:00", "prompt_metrics": {"chars": 7073, "bytes_utf8": 7073, "lines": 207, "estimated_tokens": 1924}, "response_metrics": {"chars": 651, "bytes_utf8": 651, "lines": 1, "estimated_tokens": 167}, "usage": {"input_tokens": 22015, "cached_input_tokens": 19840, "output_tokens": 212}, "stderr_preview": "2026-05-04T08:46:37.581523Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:46:39.872160Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=children.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bfbb7cd8b0c79304478acee43e786fda2d014c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-23c1-7813-81c9-005b95eba971"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '2' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided grouped ratio template with both group_col and condition_col bound to \\\"children\\\", comparing values '1' and '2'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22011,"cached_input_tokens":19840,"output_tokens":234}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d07be3631cde1186211f985243efbce8624b2d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '2' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided grouped ratio template with both group_col and condition_col bound to \"children\", comparing values '1' and '2'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5e0d421e40d1ee9220d26b0caea107a7b20b6b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:45:41.272532Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:45:43.647961Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:45:52.817850Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..45c120e188b912a4702eaeab479007074b3d62c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=children. +Result preview: [{"children": "2", "condition_ratio": 0.0}, {"children": "1", "condition_ratio": null}, {"children": "3", "condition_ratio": null}, {"children": "more", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c5761f9a064b1b4cec77f963d24c2bafacf6caa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_fd8201c3a918d5bd +-- problem_id: v2p_c7_18488c969145b68a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '2' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a32c192543e2e5b43edaa9465d63fd0cc2f5e086 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '2' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"c7\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '2' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"c7\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"children\", \"condition_ratio\"], \"rows\": [{\"children\": \"2\", \"condition_ratio\": 0.0}, {\"children\": \"1\", \"condition_ratio\": null}, {\"children\": \"3\", \"condition_ratio\": null}, {\"children\": \"more\", \"condition_ratio\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c9603aa64eae59712237352990abbf904e431a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T08:45:41.011999+00:00", + "ended_at": "2026-05-04T08:45:53.816999+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_fd8201c3a918d5bd", + "problem_id": "v2p_c7_18488c969145b68a", + "dataset_id": "c7", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=children.", + "bindings": { + "group_col": "children", + "condition_col": "children", + "condition_value": "1", + "positive_value": "1", + "negative_value": "2", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_fd8201c3a918d5bd.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_fd8201c3a918d5bd", + "api_calls": 0, + "input_tokens": 22011, + "cached_input_tokens": 19840, + "output_tokens": 234, + "total_tokens": 22245, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1920, + "estimated_output_tokens": 160, + "estimated_total_tokens": 2080, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12754.75, + "sql_execution_elapsed_ms_total": 12.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_fd8201c3a918d5bd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89879d745123b402ceec3bca89bb0182c9aab410 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_fd8201c3a918d5bd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:45:53.787235+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12754.75, "started_at": "2026-05-04T08:45:41.015183+00:00", "ended_at": "2026-05-04T08:45:53.769781+00:00", "prompt_metrics": {"chars": 7058, "bytes_utf8": 7058, "lines": 207, "estimated_tokens": 1920}, "response_metrics": {"chars": 619, "bytes_utf8": 619, "lines": 1, "estimated_tokens": 160}, "usage": {"input_tokens": 22011, "cached_input_tokens": 19840, "output_tokens": 234}, "stderr_preview": "2026-05-04T08:45:41.272532Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:45:43.647961Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c7 +- dataset_name: C7 +- table_name: c7 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 8 feature columns and target `class`. +- task_type: classification +- target_column: class +- main_row_count: 12960 +- important_fields: +- parents: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for parents. +- has_nurs: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for has nurs. +- form: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for form. +- children: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for children. +- housing: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for housing. +- finance: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for finance. +- social: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for social. +- health: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for health. +- class: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for class. +- useful_field_combinations: [['parents', 'has_nurs', 'class'], ['parents', 'parents', 'class']] +- fields_requiring_caution: ['class'] +- source_url: https://www.openml.org/d/26 + +SQLite schema snapshot: +{ + "table_name": "c7", + "quoted_table_name": "\"c7\"", + "row_count": 12960, + "columns": [ + { + "name": "parents", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "has_nurs", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "form", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "housing", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "finance", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "social", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "health", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "class", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "priority", + "class": "priority" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "nonprob", + "health": "not_recom", + "class": "not_recom" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "recommended", + "class": "recommend" + }, + { + "parents": "usual", + "has_nurs": "proper", + "form": "complete", + "children": "1", + "housing": "convenient", + "finance": "convenient", + "social": "slightly_prob", + "health": "priority", + "class": "priority" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c7", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5837ee60c58e66a698c22b7768da41f7e350b250 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-eac9-7631-b907-29d9b3d360c6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the planned Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=5, and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21917,"cached_input_tokens":20864,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d59090e980584c41af7274b1463bf1efd443ed20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the planned Tail Target-Rate Extremes template with group_col=\"children\", target_col=\"class\", target_value='very_recom', min_support=5, and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a38352936b029b569f7a67aae8df52493ababc5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:11.847165Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:14.285150Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:22.554208Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b0fcf08aeeb9a5f2093ba917853fe71502757bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class. +Result preview: [{"children": "1", "support": 3240, "focus_rate": 0.04567901234567901}, {"children": "2", "support": 3240, "focus_rate": 0.030864197530864196}, {"children": "3", "support": 3240, "focus_rate": 0.012345679012345678}, {"children": "more", "support": 3240, "focus_rate": 0.012345679012345678}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..659e10c81118cf87c0cd1d81ee9486a51a5eabf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_ffa0203cca39551b +-- problem_id: v2p_c7_5086ef1e4f37c04b +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9611505d371b7ed4e7db9bec78455437ab0dacf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"children\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"class\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c7\"\nGROUP BY \"children\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"children\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"class\\\" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c7\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"children\", \"support\", \"focus_rate\"], \"rows\": [{\"children\": \"1\", \"support\": 3240, \"focus_rate\": 0.04567901234567901}, {\"children\": \"2\", \"support\": 3240, \"focus_rate\": 0.030864197530864196}, {\"children\": \"3\", \"support\": 3240, \"focus_rate\": 0.012345679012345678}, {\"children\": \"more\", \"support\": 3240, \"focus_rate\": 0.012345679012345678}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2af59290c8f950f72f39fb1f1275dfa32b7a3507 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "c7", + "started_at": "2026-05-04T09:06:11.518898+00:00", + "ended_at": "2026-05-04T09:06:23.646368+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c7_ffa0203cca39551b", + "problem_id": "v2p_c7_5086ef1e4f37c04b", + "dataset_id": "c7", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, target_col=class.", + "bindings": { + "group_col": "children", + "target_col": "class", + "target_value": "very_recom", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\sql\\v2q_c7_ffa0203cca39551b.sql", + "usage_summary": { + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ffa0203cca39551b", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 20864, + "output_tokens": 149, + "total_tokens": 22066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12063.21, + "sql_execution_elapsed_ms_total": 16.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_ffa0203cca39551b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37431e8d74e2c378039c497ee408794268ab0e80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:23.614693+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12063.21, "started_at": "2026-05-04T09:06:11.521618+00:00", "ended_at": "2026-05-04T09:06:23.584867+00:00", "prompt_metrics": {"chars": 6590, "bytes_utf8": 6590, "lines": 205, "estimated_tokens": 1828}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21917, "cached_input_tokens": 20864, "output_tokens": 149}, "stderr_preview": "2026-05-04T09:06:11.847165Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:14.285150Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the planned Tail Target-Rate Extremes template with group_col=\\\"children\\\", target_col=\\\"class\\\", target_value='very_recom', min_support=5, and top_k=13.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c8e08fc46761445ddacdac386c255b85fd369e25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/artifacts/v2q_c7_ffa0203cca39551b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c7", + "model": "v2-cli:codex", + "run_id": "v2q_c7_ffa0203cca39551b", + "api_calls": 0, + "input_tokens": 21917, + "cached_input_tokens": 20864, + "output_tokens": 149, + "total_tokens": 22066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1828, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12063.21, + "sql_execution_elapsed_ms_total": 16.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\c7\\artifacts\\v2q_c7_ffa0203cca39551b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_002e0beee7a556ba.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_002e0beee7a556ba.sql new file mode 100644 index 0000000000000000000000000000000000000000..9f3b3b69ee9b1795bbe93e04201ff4525f549d3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_002e0beee7a556ba.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_002e0beee7a556ba +-- problem_id: v2p_c7_c9f779b74a97be0e +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY support ASC, "parents", "has_nurs" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_00d7c4572902d575.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_00d7c4572902d575.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b6ca3d431a297d19c05095487c7ad985583bbb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_00d7c4572902d575.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_00d7c4572902d575 +-- problem_id: v2p_c7_3cab71caf4a5db08 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_012c589994d193d2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_012c589994d193d2.sql new file mode 100644 index 0000000000000000000000000000000000000000..28606693d09c08a64176590fccddc41dab82d3c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_012c589994d193d2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_012c589994d193d2 +-- problem_id: v2p_c7_9e417277d8f73f83 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "c7" +WHERE "class" = 'very_recom' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_026ba03525d369d3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_026ba03525d369d3.sql new file mode 100644 index 0000000000000000000000000000000000000000..433632d00810a4feabdeaa69814be05dfcb2bd9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_026ba03525d369d3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_026ba03525d369d3 +-- problem_id: v2p_c7_f93300315d1ba30a +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c7" +WHERE "children" = '2' +GROUP BY "class" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_02ae4f76f7745eed.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_02ae4f76f7745eed.sql new file mode 100644 index 0000000000000000000000000000000000000000..3571e22935c97b98c9151402e36ec1b7b35fb62d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_02ae4f76f7745eed.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_02ae4f76f7745eed +-- problem_id: v2p_c7_0182f97b82dab147 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_03fb0be182789610.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_03fb0be182789610.sql new file mode 100644 index 0000000000000000000000000000000000000000..154ec2fdfc0bd01d66d9ddebf4ed1c0014668908 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_03fb0be182789610.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_03fb0be182789610 +-- problem_id: v2p_c7_85772376327cccd6 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS support +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "health" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_04223e355625648d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_04223e355625648d.sql new file mode 100644 index 0000000000000000000000000000000000000000..2702b2323e93f5f42a20f75807e31e319aab157c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_04223e355625648d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_04223e355625648d +-- problem_id: v2p_c7_46df379f83ed34ce +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "form" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_04583d18fceb9d91.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_04583d18fceb9d91.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d131955756103fe695b6793792f904e5fb0a0b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_04583d18fceb9d91.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_04583d18fceb9d91 +-- problem_id: v2p_c7_a1a62493598b7266 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", + AVG(CASE WHEN "form" = 'completed' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "form" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_062e406216114f8a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_062e406216114f8a.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ebb24b712ab428e661512476ac8861fae333055 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_062e406216114f8a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_062e406216114f8a +-- problem_id: v2p_c7_154765043785507b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_06bed66ec79a0d7d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_06bed66ec79a0d7d.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ff336aa9065b8f5ce1af369892eec8286750d2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_06bed66ec79a0d7d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_06bed66ec79a0d7d +-- problem_id: v2p_c7_e72a07d03e4bb343 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", + AVG(CASE WHEN "finance" = 'inconv' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "finance" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_08946c979c78e6ff.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_08946c979c78e6ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..86b89f82964b088bd0aab4b8b2ca8aa4281db033 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_08946c979c78e6ff.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_08946c979c78e6ff +-- problem_id: v2p_c7_caa92c46368ffdb0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "social" +ORDER BY support ASC, "parents", "social" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_092cdc9ae951b027.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_092cdc9ae951b027.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa980b13f08ad73ae32ac79b0aac716050c6d108 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_092cdc9ae951b027.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_092cdc9ae951b027 +-- problem_id: v2p_c7_e025863050aa861f +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "children" = '2' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_09b9d805092a47a6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_09b9d805092a47a6.sql new file mode 100644 index 0000000000000000000000000000000000000000..cba133510215e401abb4f9d66b10cf8e46d789b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_09b9d805092a47a6.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_09b9d805092a47a6 +-- problem_id: v2p_c7_9ed14ffec978a009 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "parents" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "parents" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_0b6ef769e897d265.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_0b6ef769e897d265.sql new file mode 100644 index 0000000000000000000000000000000000000000..d884d74da7b146e6747993983d7c8a2f44342ef1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_0b6ef769e897d265.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_0b6ef769e897d265 +-- problem_id: v2p_c7_1f9979efd8b69d85 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS support +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "social" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_0cf2b8f7d2847213.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_0cf2b8f7d2847213.sql new file mode 100644 index 0000000000000000000000000000000000000000..c00342e84fe41a5f557bbd2138a4aafe4c597aa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_0cf2b8f7d2847213.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_0cf2b8f7d2847213 +-- problem_id: v2p_c7_57a2b37ef747e788 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "class", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_0e79dcd1a9d47ac5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_0e79dcd1a9d47ac5.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa66acb31936aa4e9ed426126db52e532a1fbdba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_0e79dcd1a9d47ac5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_0e79dcd1a9d47ac5 +-- problem_id: v2p_c7_0cd6ae47d290b829 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "class", COUNT(*) AS row_count +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "parents", "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_0e7de9fd4557f822.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_0e7de9fd4557f822.sql new file mode 100644 index 0000000000000000000000000000000000000000..412d1acc952e6b64a9fd9bbf1fe68e7bb8748a29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_0e7de9fd4557f822.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_0e7de9fd4557f822 +-- problem_id: v2p_c7_183e4bb260257235 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS row_count +FROM "c7" +GROUP BY "social" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_10fdbda0f4a1aaeb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_10fdbda0f4a1aaeb.sql new file mode 100644 index 0000000000000000000000000000000000000000..febf9658d00fab6dcb8702a4efa661126a61a08d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_10fdbda0f4a1aaeb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_10fdbda0f4a1aaeb +-- problem_id: v2p_c7_62788bae225c6062 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS row_count +FROM "c7" +GROUP BY "housing" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_120a18f6f602f85e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_120a18f6f602f85e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f87b0a244f2b8b9978ea0d74720ffc64b7f5c43a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_120a18f6f602f85e.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_120a18f6f602f85e +-- problem_id: v2p_c7_eadca54579b96b33 +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "form" +ORDER BY support ASC, "form" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_189816d0ee3318b4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_189816d0ee3318b4.sql new file mode 100644 index 0000000000000000000000000000000000000000..04a188ddadb56d1b987e5863e50586f5f9d18da1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_189816d0ee3318b4.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_189816d0ee3318b4 +-- problem_id: v2p_c7_63dec50ecaa7839b +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +WHERE "children" = '3' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_19656a865f1e1ef8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_19656a865f1e1ef8.sql new file mode 100644 index 0000000000000000000000000000000000000000..173d71d0acfc4d430e0ee6ee0a4b5971e5c791ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_19656a865f1e1ef8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_19656a865f1e1ef8 +-- problem_id: v2p_c7_89f587d7fc02f000 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(DISTINCT "class") AS distinct_entities +FROM "c7" +WHERE "class" = 'recommend' +GROUP BY "class" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_1be76d751663831a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_1be76d751663831a.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c62448b5071b1aebc183266a52e6aab0abf4ed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_1be76d751663831a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_1be76d751663831a +-- problem_id: v2p_c7_ee8eb9f0861a0f98 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "children" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "children" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_1c9dfba8f4896719.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_1c9dfba8f4896719.sql new file mode 100644 index 0000000000000000000000000000000000000000..d4fef8440011ea5ac7d2b2f0fae069b6c0362b1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_1c9dfba8f4896719.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_1c9dfba8f4896719 +-- problem_id: v2p_c7_faf09c780303d841 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "social" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "social" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_2251b037d8d0a23f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_2251b037d8d0a23f.sql new file mode 100644 index 0000000000000000000000000000000000000000..be63754ec2436b99c2e358f780f54261a1018b2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_2251b037d8d0a23f.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_2251b037d8d0a23f +-- problem_id: v2p_c7_42c0deb0ca8b66c1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "parents" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_2428e942ceb7c6fb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_2428e942ceb7c6fb.sql new file mode 100644 index 0000000000000000000000000000000000000000..27f5f4df400f54250f4e5368e5e781fb0f06a105 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_2428e942ceb7c6fb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_2428e942ceb7c6fb +-- problem_id: v2p_c7_8e56a57efde83410 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS support +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_2787e22aa4004a5b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_2787e22aa4004a5b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6ff8e5761d9d1ec69499d0a856c5da5da842bb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_2787e22aa4004a5b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_2787e22aa4004a5b +-- problem_id: v2p_c7_1615cf8d0d33e6f7 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_286a43ccaf40f4e4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_286a43ccaf40f4e4.sql new file mode 100644 index 0000000000000000000000000000000000000000..985e87df5b9a5d74e0386e77f1fc473a93105162 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_286a43ccaf40f4e4.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_286a43ccaf40f4e4 +-- problem_id: v2p_c7_50dd2c19fb7cc60b +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c7" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_288cd10bd82883e8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_288cd10bd82883e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f54685f482bba532ad2b0eba001effd8c1e131e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_288cd10bd82883e8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_288cd10bd82883e8 +-- problem_id: v2p_c7_c88f77efa0572dc0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "finance", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY support ASC, "parents", "finance" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_29cb97193d9daf86.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_29cb97193d9daf86.sql new file mode 100644 index 0000000000000000000000000000000000000000..6302886af7b5738f59d87faa956ddaff2ced1928 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_29cb97193d9daf86.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_29cb97193d9daf86 +-- problem_id: v2p_c7_e35eb47e4ad3d76b +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "has_nurs" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_2ce0664abe393c33.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_2ce0664abe393c33.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff9438de7609ea93e3bcc702f85a8f4ba64add76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_2ce0664abe393c33.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_2ce0664abe393c33 +-- problem_id: v2p_c7_10be38f5143c0481 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "social", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "housing", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_30284b2c3dc306a9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_30284b2c3dc306a9.sql new file mode 100644 index 0000000000000000000000000000000000000000..c26634d28c58d2bb2f05f4bb348d9f7fd153067a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_30284b2c3dc306a9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_30284b2c3dc306a9 +-- problem_id: v2p_c7_3092b0c947fcc3df +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "has_nurs", COUNT(*) AS row_count +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents", "has_nurs" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3061ba304a1f7693.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3061ba304a1f7693.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d2dca848f15abf66eadc45fce811d2f4f535bba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3061ba304a1f7693.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_3061ba304a1f7693 +-- problem_id: v2p_c7_a41af68cf059c3c9 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", + AVG(CASE WHEN "health" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "health" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_34632fd49e4f4d69.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_34632fd49e4f4d69.sql new file mode 100644 index 0000000000000000000000000000000000000000..74d9572ab7d67de260281f3add1f6819c2fb208d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_34632fd49e4f4d69.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_34632fd49e4f4d69 +-- problem_id: v2p_c7_8d6a85f0e57fa5ab +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "social" +ORDER BY support ASC, "social" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3897abdac4660d1b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3897abdac4660d1b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a981b8c07a29b3ba7aac93115b9eb1e5f0686c72 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3897abdac4660d1b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_3897abdac4660d1b +-- problem_id: v2p_c7_7110b0bb08cafc96 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "has_nurs" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "has_nurs" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_38fac02f23f49940.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_38fac02f23f49940.sql new file mode 100644 index 0000000000000000000000000000000000000000..a25ae5e6e9a555e9bb6d7f2bd78b1d86be540769 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_38fac02f23f49940.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_38fac02f23f49940 +-- problem_id: v2p_c7_f537b053db3ed2ca +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "health" +ORDER BY support ASC, "health" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3a1630c7003f79c7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3a1630c7003f79c7.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ac87492d56e4b09c0e1b4f108bda33e3ea56c1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3a1630c7003f79c7.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_3a1630c7003f79c7 +-- problem_id: v2p_c7_472e1bbdf90ac89c +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "form" +ORDER BY support ASC, "form" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3ad7da251e322e42.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3ad7da251e322e42.sql new file mode 100644 index 0000000000000000000000000000000000000000..042c8851ed2d4d4c89628870b70a41dd217effb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3ad7da251e322e42.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_3ad7da251e322e42 +-- problem_id: v2p_c7_fefd3574fc0342fa +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "housing", "health" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3ae5652f4613ea9e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3ae5652f4613ea9e.sql new file mode 100644 index 0000000000000000000000000000000000000000..00605e8a9adb8a15eb412ddf825a9adb0b37d252 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3ae5652f4613ea9e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_3ae5652f4613ea9e +-- problem_id: v2p_c7_354e4befd18efff0 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS support +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "form" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3ca49b7d5ea6a4ae.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3ca49b7d5ea6a4ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..89635e3d78424d46e5e436946d0610944d5f8a8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3ca49b7d5ea6a4ae.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_3ca49b7d5ea6a4ae +-- problem_id: v2p_c7_d1ef4d1d84e5ab80 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "has_nurs", + SUM(CASE WHEN "has_nurs" = 'critical' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "has_nurs" = 'improper' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "has_nurs" +) +SELECT "has_nurs", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3e28c2e98913c322.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3e28c2e98913c322.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a624698cafe16b8101a510d8c39f5a6e5f21c70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3e28c2e98913c322.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_3e28c2e98913c322 +-- problem_id: v2p_c7_2d65b3eb6cc130e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "class", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "children", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3ecd7fc2c59da469.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3ecd7fc2c59da469.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6709e531150c0e0b97b1a19651322204a0a8392 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_3ecd7fc2c59da469.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_3ecd7fc2c59da469 +-- problem_id: v2p_c7_b1b38ce4e8d409d0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "health" +ORDER BY support ASC, "health" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4102cfdd1a258b9a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4102cfdd1a258b9a.sql new file mode 100644 index 0000000000000000000000000000000000000000..e2a78d6ba6dfc74adb04303414b5e777c564792b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4102cfdd1a258b9a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_4102cfdd1a258b9a +-- problem_id: v2p_c7_bf6b3b913d80ecef +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "has_nurs", COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_43ec6b9823106fea.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_43ec6b9823106fea.sql new file mode 100644 index 0000000000000000000000000000000000000000..14489c13d8240c3e552c59aec686e9840e4639e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_43ec6b9823106fea.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_43ec6b9823106fea +-- problem_id: v2p_c7_04c20f56d616d8e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS support +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "parents" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_451ade725c29940e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_451ade725c29940e.sql new file mode 100644 index 0000000000000000000000000000000000000000..36afb19e439630a736673ea19cf6e2ba6428734e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_451ade725c29940e.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_451ade725c29940e +-- problem_id: v2p_c7_f6898444098f7fa0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "parents" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_458518cc89d1cd21.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_458518cc89d1cd21.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f85d885c36cec024e88e448ade04a06ea168c92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_458518cc89d1cd21.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_458518cc89d1cd21 +-- problem_id: v2p_c7_38514484d1da94c3 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4653dc2dc0e17c0c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4653dc2dc0e17c0c.sql new file mode 100644 index 0000000000000000000000000000000000000000..6db17f68622bdc9028a88243ea8f8dc98be14dd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4653dc2dc0e17c0c.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_4653dc2dc0e17c0c +-- problem_id: v2p_c7_4af9f5df9f0ac55a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "social" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "social" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_478f0759a8dfeb99.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_478f0759a8dfeb99.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9f84963afed927d18ee3ad0dfb803f1f987e491 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_478f0759a8dfeb99.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_478f0759a8dfeb99 +-- problem_id: v2p_c7_2335688b83690b99 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4795f49927dfdae9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4795f49927dfdae9.sql new file mode 100644 index 0000000000000000000000000000000000000000..e6f20e3edfc8a144a1fe841a2354b260527ea0a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4795f49927dfdae9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_4795f49927dfdae9 +-- problem_id: v2p_c7_bde5aa5b420b48e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "health", COUNT(*) AS row_count +FROM "c7" +WHERE "social" = 'nonprob' +GROUP BY "parents", "health" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_483c0da2169bb7de.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_483c0da2169bb7de.sql new file mode 100644 index 0000000000000000000000000000000000000000..a81689c290fd53a3a9195df20df62583cdfb7243 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_483c0da2169bb7de.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_483c0da2169bb7de +-- problem_id: v2p_c7_f9d158a2a56541da +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "form" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "form" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4a4afe741d7df8eb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4a4afe741d7df8eb.sql new file mode 100644 index 0000000000000000000000000000000000000000..615fa93bf829a80da23f7f74a5e36d8e9e50c964 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4a4afe741d7df8eb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_4a4afe741d7df8eb +-- problem_id: v2p_c7_00eca14239df8d6b +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS row_count +FROM "c7" +GROUP BY "health" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4a7669e6b9fff3f8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4a7669e6b9fff3f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..448ee048046bbe37ad5b16ba23c38c2bcbfd54c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4a7669e6b9fff3f8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_4a7669e6b9fff3f8 +-- problem_id: v2p_c7_b5fae162df575f39 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "housing", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4a8f31a6915521c9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4a8f31a6915521c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..98e98b15e0b06e9862c26bbafca39bd6ec6e96b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4a8f31a6915521c9.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_4a8f31a6915521c9 +-- problem_id: v2p_c7_57c154ce9c2e7ade +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "has_nurs" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "has_nurs" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4abfa49cb2e70f68.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4abfa49cb2e70f68.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bb4ce99481113e7fb8ea83eb688aa8ab041505d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4abfa49cb2e70f68.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_4abfa49cb2e70f68 +-- problem_id: v2p_c7_9a5a72e64b1835e8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support +FROM "c7" +GROUP BY "housing" +ORDER BY support ASC, "housing" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4bfd59e06f6efacb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4bfd59e06f6efacb.sql new file mode 100644 index 0000000000000000000000000000000000000000..f460d749eda4fcb0c9b1034122cbf29176aa5003 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4bfd59e06f6efacb.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_4bfd59e06f6efacb +-- problem_id: v2p_c7_89ff6e58b984ee2c +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "health" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4c3579237653213a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4c3579237653213a.sql new file mode 100644 index 0000000000000000000000000000000000000000..719db7133629e7dea3644533e24943fba67f7355 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4c3579237653213a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_4c3579237653213a +-- problem_id: v2p_c7_f4f2b10420fafeb8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "class" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4ea41aafee5f5983.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4ea41aafee5f5983.sql new file mode 100644 index 0000000000000000000000000000000000000000..230e8afcc700de2a34b977e1e53f3cccce8d3458 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4ea41aafee5f5983.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_4ea41aafee5f5983 +-- problem_id: v2p_c7_e4b735e9d8e9da7d +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "finance", COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4fe71b04f4e11a86.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4fe71b04f4e11a86.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7481cbaf2b4278b54ca879711411e27817ea9b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_4fe71b04f4e11a86.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_4fe71b04f4e11a86 +-- problem_id: v2p_c7_a685fb1d90af8e64 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", "form", COUNT(*) AS row_count +FROM "c7" +WHERE "class" = 'very_recom' +GROUP BY "has_nurs", "form" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_50b55dc9e9635ffa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_50b55dc9e9635ffa.sql new file mode 100644 index 0000000000000000000000000000000000000000..690014b4eae372299111abb44509b6c0ba85438a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_50b55dc9e9635ffa.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_50b55dc9e9635ffa +-- problem_id: v2p_c7_74bde188fc7482a2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "class" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5202446d2ca6f53a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5202446d2ca6f53a.sql new file mode 100644 index 0000000000000000000000000000000000000000..40a02052644afb4ac718dd977b581978dab78c84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5202446d2ca6f53a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_5202446d2ca6f53a +-- problem_id: v2p_c7_97cff2d45e9132dd +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(DISTINCT "housing") AS distinct_entities +FROM "c7" +GROUP BY "housing" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_53e29a13e5b0cc26.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_53e29a13e5b0cc26.sql new file mode 100644 index 0000000000000000000000000000000000000000..967404953a49e3bf0d91d586ab6763903540e28f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_53e29a13e5b0cc26.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_53e29a13e5b0cc26 +-- problem_id: v2p_c7_7020dbb684dfd558 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "form", COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "form" +ORDER BY "support" DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_545ba108a1514ecf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_545ba108a1514ecf.sql new file mode 100644 index 0000000000000000000000000000000000000000..27cc9caa2fbb5102e8fc5b1043d44c795decaf5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_545ba108a1514ecf.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_545ba108a1514ecf +-- problem_id: v2p_c7_1fbc75ee249d4419 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "social", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_559304f40160f557.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_559304f40160f557.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d0e02a86835ab0e020e1bf620c6a4a11f8ec55d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_559304f40160f557.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_559304f40160f557 +-- problem_id: v2p_c7_ac63f4405d984e99 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "social", COUNT(*) AS row_count +FROM "c7" +WHERE "finance" = 'inconv' +GROUP BY "parents", "social" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_58ab570733a1808c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_58ab570733a1808c.sql new file mode 100644 index 0000000000000000000000000000000000000000..958fda6110e4948a275834f7619b8564fe40b335 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_58ab570733a1808c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_58ab570733a1808c +-- problem_id: v2p_c7_004b55522e8de32c +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "housing" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_59a6b1c3d483a564.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_59a6b1c3d483a564.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdc46e04b2ab72d8d9727b7a28de672222e2b619 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_59a6b1c3d483a564.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_59a6b1c3d483a564 +-- problem_id: v2p_c7_8c46557d50b55f60 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(DISTINCT "form") AS distinct_entities +FROM "c7" +WHERE "form" = 'completed' +GROUP BY "form" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5aecb519038661b8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5aecb519038661b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d6423de9e3f5d555c02293b23bec491127dd112 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5aecb519038661b8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_5aecb519038661b8 +-- problem_id: v2p_c7_38077a9403f1762d +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(DISTINCT "health") AS distinct_entities +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "health" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5bc10d549e307b1e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5bc10d549e307b1e.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b6a31cd441d1c4cf9199908033049ee05c8a53c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5bc10d549e307b1e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_5bc10d549e307b1e +-- problem_id: v2p_c7_fb974476bf680d04 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS row_count +FROM "c7" +GROUP BY "form" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5e7134c50719cafd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5e7134c50719cafd.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f88bae68bca92847a44b20722c9af6b6d40a941 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5e7134c50719cafd.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_5e7134c50719cafd +-- problem_id: v2p_c7_155d34b0ba2eb2a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "housing" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5e7df090aa8e0f2e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5e7df090aa8e0f2e.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1ca3bc31813725a958c5d6dac81986b2cc285ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5e7df090aa8e0f2e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_5e7df090aa8e0f2e +-- problem_id: v2p_c7_498cf2cb8ca43ead +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "health", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "finance", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5f0bb819e427464e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5f0bb819e427464e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f884b32268224a5bbe1691d813c6d5a58a836e58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_5f0bb819e427464e.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_5f0bb819e427464e +-- problem_id: v2p_c7_87d6533654a95226 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "health" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "health" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_604dc497b03499ba.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_604dc497b03499ba.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c2b37ade93128e05f1813861d1b3932f6d86f47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_604dc497b03499ba.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_604dc497b03499ba +-- problem_id: v2p_c7_b7e4a1603b974c5d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "finance" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "finance" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6127f0a53ab6b837.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6127f0a53ab6b837.sql new file mode 100644 index 0000000000000000000000000000000000000000..29728788b527e9ab2423c3928acbd0ce522ba5c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6127f0a53ab6b837.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_6127f0a53ab6b837 +-- problem_id: v2p_c7_4ba0bf8470fa5873 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "form", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "form" +ORDER BY support ASC, "parents", "form" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_621ce724df26c743.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_621ce724df26c743.sql new file mode 100644 index 0000000000000000000000000000000000000000..a575225fdf8b2cfd542e6e05a3129b97328b522f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_621ce724df26c743.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_621ce724df26c743 +-- problem_id: v2p_c7_438458ef0634daf5 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_66db35c166494065.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_66db35c166494065.sql new file mode 100644 index 0000000000000000000000000000000000000000..deb99c979d201511413c7f7b45d94fa2ebaca6fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_66db35c166494065.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_66db35c166494065 +-- problem_id: v2p_c7_718f632a7df26db5 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "housing", COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "housing" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_67212cab8e25cea8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_67212cab8e25cea8.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c95a5d247c01d6e4848f8f516969d463440aa6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_67212cab8e25cea8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_67212cab8e25cea8 +-- problem_id: v2p_c7_63ebcfbdb9e6cc09 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(DISTINCT "has_nurs") AS distinct_entities +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "has_nurs" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_675a3416cb604da0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_675a3416cb604da0.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9d09fd6dbf438c9c4abd30ee6d92d4087840fb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_675a3416cb604da0.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_675a3416cb604da0 +-- problem_id: v2p_c7_5499bb3cb111f2b9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support +FROM "c7" +GROUP BY "housing" +ORDER BY support ASC, "housing" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_686319d54e159b5e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_686319d54e159b5e.sql new file mode 100644 index 0000000000000000000000000000000000000000..34d93d4123c29244cca394435e90389d1146dcb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_686319d54e159b5e.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_686319d54e159b5e +-- problem_id: v2p_c7_75e99e7f670028d5 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "health" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "health" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6948484cf31ceb8e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6948484cf31ceb8e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff3275b66969fe584647968a25744a17a162b096 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6948484cf31ceb8e.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_6948484cf31ceb8e +-- problem_id: v2p_c7_74cb7e40637fc696 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "children" +ORDER BY support ASC, "children" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_69c8e274ab8724c1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_69c8e274ab8724c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..e58b11330cde579eafe9927dd95f49ee3cbf7312 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_69c8e274ab8724c1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_69c8e274ab8724c1 +-- problem_id: v2p_c7_552f2090700ce248 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(DISTINCT "health") AS distinct_entities +FROM "c7" +GROUP BY "health" +ORDER BY distinct_entities DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6a513298c53fd98d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6a513298c53fd98d.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b25ae177742436bb50d2cc6cbd972b4bffdae37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6a513298c53fd98d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_6a513298c53fd98d +-- problem_id: v2p_c7_80eb250cf149097a +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS row_count +FROM "c7" +GROUP BY "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6a9f2d4bd90af530.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6a9f2d4bd90af530.sql new file mode 100644 index 0000000000000000000000000000000000000000..b890887cc4893c65d4814d89bb01006fa076ce18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6a9f2d4bd90af530.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_6a9f2d4bd90af530 +-- problem_id: v2p_c7_157448f5caf59e61 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "parents", + SUM(CASE WHEN "parents" = 'great_pret' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "parents" = 'pretentious' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "parents" +) +SELECT "parents", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6caca38b27f9a8d6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6caca38b27f9a8d6.sql new file mode 100644 index 0000000000000000000000000000000000000000..1dba31b5d9136141603dd6be5212db39e696078a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6caca38b27f9a8d6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_6caca38b27f9a8d6 +-- problem_id: v2p_c7_5a3469515e263a24 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6d7e0461e1535c32.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6d7e0461e1535c32.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6bb4db82a2a8ce9b48281376b9ff3637e409523 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6d7e0461e1535c32.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_6d7e0461e1535c32 +-- problem_id: v2p_c7_31caea30ff623c9c +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "health" +ORDER BY support ASC, "parents", "health" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6fa58ab76412f314.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6fa58ab76412f314.sql new file mode 100644 index 0000000000000000000000000000000000000000..f07876b5e54178d1db6bcd18b81c4fdbe301fa2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6fa58ab76412f314.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_6fa58ab76412f314 +-- problem_id: v2p_c7_acbd1fe68ce6329f +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support +FROM "c7" +GROUP BY "class" +ORDER BY support ASC, "class" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6fb7f8bbcfb4f3ac.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6fb7f8bbcfb4f3ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..82f0533ad2df67e08194d2a5a78a4a39abe07d74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_6fb7f8bbcfb4f3ac.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_6fb7f8bbcfb4f3ac +-- problem_id: v2p_c7_c385dc745176c906 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "finance", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "housing", "finance" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_71ba9880f5a83444.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_71ba9880f5a83444.sql new file mode 100644 index 0000000000000000000000000000000000000000..f429e54604f8c4b0b010d320a607b0257bffe13c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_71ba9880f5a83444.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_71ba9880f5a83444 +-- problem_id: v2p_c7_803a0a14041369ef +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(*) AS support +FROM "c7" +WHERE "has_nurs" = 'critical' +GROUP BY "social" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_724a3e89f9da569a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_724a3e89f9da569a.sql new file mode 100644 index 0000000000000000000000000000000000000000..49c72779165ca2c4c398651ec038e04fc899e164 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_724a3e89f9da569a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_724a3e89f9da569a +-- problem_id: v2p_c7_6bb0d29198bab552 +-- realization_mode: agent +-- source_kind: agent +SELECT + "finance", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "finance" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_735a6d9fae3a0636.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_735a6d9fae3a0636.sql new file mode 100644 index 0000000000000000000000000000000000000000..a84e06f18bbf0c21d8f9565f0cd26be2149348d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_735a6d9fae3a0636.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_735a6d9fae3a0636 +-- problem_id: v2p_c7_8b01e4c6379add9f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", + AVG(CASE WHEN "parents" = 'pretentious' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "parents" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_73f783358e0cd083.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_73f783358e0cd083.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e7fb4fba88b6c23a82508b262c095af12c9aecc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_73f783358e0cd083.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_73f783358e0cd083 +-- problem_id: v2p_c7_8f95f6d2d89cead3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_75c675244e61d9d3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_75c675244e61d9d3.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0e4231a1f093ff909232442d2eaeeaf48dc4b11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_75c675244e61d9d3.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_75c675244e61d9d3 +-- problem_id: v2p_c7_8b41aa0ff11ba989 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "class" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "class" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_765229354b7d1332.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_765229354b7d1332.sql new file mode 100644 index 0000000000000000000000000000000000000000..149bfec3f9bb774a9def0f42503ba2cc19ae97bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_765229354b7d1332.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_765229354b7d1332 +-- problem_id: v2p_c7_292c1b07cd24c202 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "class", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_767981fbdd27a347.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_767981fbdd27a347.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cbad7610186dd7523d3d1fa582b44ad36134844 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_767981fbdd27a347.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_767981fbdd27a347 +-- problem_id: v2p_c7_2fc29fca612c692b +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +WHERE "has_nurs" = 'improper' +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_776598a4096daaaa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_776598a4096daaaa.sql new file mode 100644 index 0000000000000000000000000000000000000000..d499249b6331aab74f6a109ad21f4be077f4eab2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_776598a4096daaaa.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_776598a4096daaaa +-- problem_id: v2p_c7_d5c61facf845b1a6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "parents" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "parents" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_77a38b6e8432d97a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_77a38b6e8432d97a.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdffb34bb2ca41ce5dda3286b5c98270aff6ee6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_77a38b6e8432d97a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_77a38b6e8432d97a +-- problem_id: v2p_c7_42f43597457960c7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "housing", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "housing" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_7a95c2d9ddee9a2e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_7a95c2d9ddee9a2e.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1c29481d5c8e0c27ad473ec614be78f3b66d961 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_7a95c2d9ddee9a2e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_7a95c2d9ddee9a2e +-- problem_id: v2p_c7_e26896b46f76c4d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "class", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "housing", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_7dcb5c27421e49a2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_7dcb5c27421e49a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..09e6e88f8b90f8ebf6b9778e482fa3cb106ce038 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_7dcb5c27421e49a2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_7dcb5c27421e49a2 +-- problem_id: v2p_c7_89c1bb79d433b261 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "social", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "housing", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_826cd85fdc19eeef.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_826cd85fdc19eeef.sql new file mode 100644 index 0000000000000000000000000000000000000000..003aedd1d6ce6c1fd4e4db7f2373eab8d3bcf793 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_826cd85fdc19eeef.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_826cd85fdc19eeef +-- problem_id: v2p_c7_b319308db80b0900 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_844c3a23e95ab227.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_844c3a23e95ab227.sql new file mode 100644 index 0000000000000000000000000000000000000000..431b8930066368dcf4f9d3fa3f0424be7d75e6b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_844c3a23e95ab227.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_844c3a23e95ab227 +-- problem_id: v2p_c7_96ce5de85eb53e5c +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(*) AS support +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "finance" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_850e70a2007293d9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_850e70a2007293d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..d11a1d7287d441410554de970d6da2c4c015bcb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_850e70a2007293d9.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_850e70a2007293d9 +-- problem_id: v2p_c7_bb1d3eadb0d34637 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "finance" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "finance" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_860328336a655341.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_860328336a655341.sql new file mode 100644 index 0000000000000000000000000000000000000000..7060a5b6477ff676514bf9a7834ebd2113062f39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_860328336a655341.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_860328336a655341 +-- problem_id: v2p_c7_5601b2e5d4269683 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "housing", COUNT(*) AS row_count +FROM "c7" +WHERE "children" = 'more' +GROUP BY "parents", "housing" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_86b6253f931cd6b5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_86b6253f931cd6b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..dbdff027b160ec1a383558f5b595d3ff0d88a388 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_86b6253f931cd6b5.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_86b6253f931cd6b5 +-- problem_id: v2p_c7_118a4c7d44324ea6 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS row_count +FROM "c7" +GROUP BY "class" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8777a9c4beba04db.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8777a9c4beba04db.sql new file mode 100644 index 0000000000000000000000000000000000000000..62a1ec7956f14e5c3be22974607379cb8c88f476 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8777a9c4beba04db.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_8777a9c4beba04db +-- problem_id: v2p_c7_96f179fb4212d9b4 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "health", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "children", "health" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_89a60f88349c472b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_89a60f88349c472b.sql new file mode 100644 index 0000000000000000000000000000000000000000..77551744b01aca4bf4e5f86917c49028178b33a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_89a60f88349c472b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_89a60f88349c472b +-- problem_id: v2p_c7_41e5890ae42dd817 +-- realization_mode: agent +-- source_kind: agent +SELECT "class", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "class" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_89e5d2f0738f9e4e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_89e5d2f0738f9e4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..fef35665c65847646405982893012457df1a6eb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_89e5d2f0738f9e4e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_89e5d2f0738f9e4e +-- problem_id: v2p_c7_cbc45964d943200b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "children" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8a9a466abb612a04.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8a9a466abb612a04.sql new file mode 100644 index 0000000000000000000000000000000000000000..b63ff97de191a542d26f5db593d9e88fc7aa71de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8a9a466abb612a04.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_8a9a466abb612a04 +-- problem_id: v2p_c7_85fea52583461308 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", + AVG(CASE WHEN "has_nurs" = 'improper' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "has_nurs" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8b28e6c98042bf52.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8b28e6c98042bf52.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f1ec1fa9f29d0edd1a155ee4154ca1623e54daa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8b28e6c98042bf52.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_8b28e6c98042bf52 +-- problem_id: v2p_c7_ef6a02c3e57c662e +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", + AVG(CASE WHEN "parents" = 'great_pret' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "parents" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8b4063abe889d658.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8b4063abe889d658.sql new file mode 100644 index 0000000000000000000000000000000000000000..d337793a71c08b39b979859d93ce48bcaf7cf30d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8b4063abe889d658.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_8b4063abe889d658 +-- problem_id: v2p_c7_f1f1dca35cae4439 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "finance", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "finance" +ORDER BY support ASC, "parents", "finance" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8c06149fd220e8cd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8c06149fd220e8cd.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9ca039182b9d2129f7af1aa9d11da4b448f05a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8c06149fd220e8cd.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_8c06149fd220e8cd +-- problem_id: v2p_c7_f4d9bf3b71aa6551 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "form", + SUM(CASE WHEN "form" = 'complete' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "form" = 'completed' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "form" +) +SELECT "form", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8d78b452b036837d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8d78b452b036837d.sql new file mode 100644 index 0000000000000000000000000000000000000000..265832a286e0edc5a55daff890e2d9bf7567dbdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8d78b452b036837d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_8d78b452b036837d +-- problem_id: v2p_c7_1387bda0501dcee3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "social" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8f535f7d78088ca9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8f535f7d78088ca9.sql new file mode 100644 index 0000000000000000000000000000000000000000..013f971959c113134d1300be5a2f10949a7f7e7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8f535f7d78088ca9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_8f535f7d78088ca9 +-- problem_id: v2p_c7_04b306ca0e34ccb1 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "social", COUNT(*) AS "support" +FROM "c7" +GROUP BY "parents", "social" +ORDER BY "support" DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8fb2c188692f99f2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8fb2c188692f99f2.sql new file mode 100644 index 0000000000000000000000000000000000000000..491d9dff5c1129a5e3954d175f4822a82b1713bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_8fb2c188692f99f2.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_8fb2c188692f99f2 +-- problem_id: v2p_c7_2ae79b672f81314b +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "children" +ORDER BY support ASC, "parents", "children" +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9023cea0e517b094.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9023cea0e517b094.sql new file mode 100644 index 0000000000000000000000000000000000000000..64b72e41876d236dd66cf73d9d20d3b2744a4023 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9023cea0e517b094.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_9023cea0e517b094 +-- problem_id: v2p_c7_19018954fb0be2f3 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "health", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "health" +ORDER BY support ASC, "parents", "health" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_90fd34f2da243d45.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_90fd34f2da243d45.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a7e0ba16e4afdbed2668d304404ba8780c1e921 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_90fd34f2da243d45.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_90fd34f2da243d45 +-- problem_id: v2p_c7_f18dab49bb0f0648 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", COUNT(DISTINCT "social") AS distinct_entities +FROM "c7" +GROUP BY "social" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9178f03267c21349.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9178f03267c21349.sql new file mode 100644 index 0000000000000000000000000000000000000000..641a579753748a11a1ade2ea42fd5bb53dd81d58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9178f03267c21349.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_9178f03267c21349 +-- problem_id: v2p_c7_28abb55359898c97 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "children" +ORDER BY support ASC, "children" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_91d9e1789e71c9d6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_91d9e1789e71c9d6.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1a7b9764cb91af5ecc42481ba48344bb43f55e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_91d9e1789e71c9d6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_91d9e1789e71c9d6 +-- problem_id: v2p_c7_a1b589fec6af3408 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "social", "health" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_936e4fa071d1a54c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_936e4fa071d1a54c.sql new file mode 100644 index 0000000000000000000000000000000000000000..080d5b0ed7979c6a13bca7986dc762277691232b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_936e4fa071d1a54c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_936e4fa071d1a54c +-- problem_id: v2p_c7_aef0bae81001ddd6 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "health", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "children", "health" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_94fab70f62348453.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_94fab70f62348453.sql new file mode 100644 index 0000000000000000000000000000000000000000..f45b252672d43c30c6a0202865398c1bc3fd0987 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_94fab70f62348453.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_94fab70f62348453 +-- problem_id: v2p_c7_c9441208cd04c9f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_96539a7ee9b41bcd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_96539a7ee9b41bcd.sql new file mode 100644 index 0000000000000000000000000000000000000000..19f1688d6e431458ff78bce26243c402f435bdf4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_96539a7ee9b41bcd.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_96539a7ee9b41bcd +-- problem_id: v2p_c7_ae702f4f92762722 +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs" +ORDER BY support ASC, "has_nurs" +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_96c9a7b269c517f3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_96c9a7b269c517f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ff07de0aea707404ea281f965e0716937d421a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_96c9a7b269c517f3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_96c9a7b269c517f3 +-- problem_id: v2p_c7_d1882c2d49dd3f42 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", + AVG(CASE WHEN "social" = 'problematic' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "social" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9715fd32311e6461.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9715fd32311e6461.sql new file mode 100644 index 0000000000000000000000000000000000000000..04213afeb19d7bae416ae4728756d4d4c4d65dcd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9715fd32311e6461.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_9715fd32311e6461 +-- problem_id: v2p_c7_aa5aed4d0e605e3b +-- realization_mode: agent +-- source_kind: agent +SELECT + "form", + COUNT(*) AS "support", + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c7" +GROUP BY "form" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_982276de64415119.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_982276de64415119.sql new file mode 100644 index 0000000000000000000000000000000000000000..64d6d6b2fa6c28f90e87c4725cf1cb6e761b250e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_982276de64415119.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_982276de64415119 +-- problem_id: v2p_c7_c76363c491684f56 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "class", + SUM(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "class" +) +SELECT "class", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9b49c63e65d3bd42.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9b49c63e65d3bd42.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce1ce68dc272cec759bfba0eec883ee1fd5bb2cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9b49c63e65d3bd42.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_9b49c63e65d3bd42 +-- problem_id: v2p_c7_4093b532bf168a36 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +WHERE "children" = '3' +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9c51ebf4b4e1cdd6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9c51ebf4b4e1cdd6.sql new file mode 100644 index 0000000000000000000000000000000000000000..21361b88acbad5e406b138071f2147f0eb0c9b93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9c51ebf4b4e1cdd6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_9c51ebf4b4e1cdd6 +-- problem_id: v2p_c7_1d64e89942451d30 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "class", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "children", "class" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9cb0f84232dc1a74.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9cb0f84232dc1a74.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4d9048cf187964c62973c5299d0f13f29dd96ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9cb0f84232dc1a74.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_9cb0f84232dc1a74 +-- problem_id: v2p_c7_016c4b7815d42ece +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(*) AS support +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "housing" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9e09bf68c8f4d831.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9e09bf68c8f4d831.sql new file mode 100644 index 0000000000000000000000000000000000000000..138325395db71ba71849faf036dd9a3889634f81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9e09bf68c8f4d831.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_9e09bf68c8f4d831 +-- problem_id: v2p_c7_59b195f44acacb42 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "children" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "children" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9e588c6095be719a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9e588c6095be719a.sql new file mode 100644 index 0000000000000000000000000000000000000000..63b2359e335a3628ad64054b4cf7ca82e9af15e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9e588c6095be719a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_9e588c6095be719a +-- problem_id: v2p_c7_6d902480aaf8609f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(*) AS row_count +FROM "c7" +GROUP BY "parents" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9eb2b768623b4c1c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9eb2b768623b4c1c.sql new file mode 100644 index 0000000000000000000000000000000000000000..a24fffb5ab96d90a56a57d6524dcbb1d453cd30c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_9eb2b768623b4c1c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_9eb2b768623b4c1c +-- problem_id: v2p_c7_0522b3c03cb80172 +-- realization_mode: agent +-- source_kind: agent +SELECT + "class", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "class" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a093a6950ab74b0a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a093a6950ab74b0a.sql new file mode 100644 index 0000000000000000000000000000000000000000..09ea2e5b81123d22c26ca41504246cd36d02afdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a093a6950ab74b0a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_a093a6950ab74b0a +-- problem_id: v2p_c7_cb5fe8c91afbd665 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS support +FROM "c7" +WHERE "has_nurs" = 'critical' +GROUP BY "has_nurs" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a29f7564b80c26b0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a29f7564b80c26b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..57650a477e063ae3bf84beaa22daed53f4afff8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a29f7564b80c26b0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_a29f7564b80c26b0 +-- problem_id: v2p_c7_3048bffdae7b112e +-- realization_mode: agent +-- source_kind: agent +SELECT "health", + AVG(CASE WHEN "health" = 'priority' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "health" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a528de88b5049027.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a528de88b5049027.sql new file mode 100644 index 0000000000000000000000000000000000000000..18afa6076461fec8170a76b563388a67632e8d08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a528de88b5049027.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_a528de88b5049027 +-- problem_id: v2p_c7_e97c4ef371c78aa3 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", + AVG(CASE WHEN "housing" = 'critical' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "housing" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a583fa65b5adf1e3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a583fa65b5adf1e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..e331ae5432b31995f35757cdd93847aa9270c5fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a583fa65b5adf1e3.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_a583fa65b5adf1e3 +-- problem_id: v2p_c7_4e3e66ae8e468aa5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents" +ORDER BY support ASC, "parents" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a5ae1eb89695f8de.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a5ae1eb89695f8de.sql new file mode 100644 index 0000000000000000000000000000000000000000..74f7b6cd70cd40e71b40019fdd1ca2369f43ffe6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a5ae1eb89695f8de.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: count_distribution +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_a5ae1eb89695f8de +-- problem_id: v2p_c7_3471a900cd7afcbe +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents" +ORDER BY support ASC, "parents" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a6c077b5a3cd393c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a6c077b5a3cd393c.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd19508e3d45b4c1fc87b4f4a8e0b6cae49c4e64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a6c077b5a3cd393c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_a6c077b5a3cd393c +-- problem_id: v2p_c7_361e791f1e71b1d4 +-- realization_mode: agent +-- source_kind: agent +SELECT "form", + AVG(CASE WHEN "form" = 'complete' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "form" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a6f7a562d4052730.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a6f7a562d4052730.sql new file mode 100644 index 0000000000000000000000000000000000000000..fc1242206f67000f106c389c69ec1ede5cd95305 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a6f7a562d4052730.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_a6f7a562d4052730 +-- problem_id: v2p_c7_1a753a9071c30014 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "has_nurs" +ORDER BY support ASC, "parents", "has_nurs" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a8ea64a380c24c69.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a8ea64a380c24c69.sql new file mode 100644 index 0000000000000000000000000000000000000000..e53f9c0307e13a30dc3c87c1762ccecb06924092 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_a8ea64a380c24c69.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_a8ea64a380c24c69 +-- problem_id: v2p_c7_e430332438ed5aae +-- realization_mode: agent +-- source_kind: agent +SELECT "social", + AVG(CASE WHEN "social" = 'nonprob' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "social" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ac6284de639c2c02.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ac6284de639c2c02.sql new file mode 100644 index 0000000000000000000000000000000000000000..7964631c786ec3cd092e9520dbc43808aad84ffb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ac6284de639c2c02.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_ac6284de639c2c02 +-- problem_id: v2p_c7_3427f2c75da9e95b +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(*) AS support +FROM "c7" +WHERE "form" = 'complete' +GROUP BY "health" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ade4484581f1b4e6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ade4484581f1b4e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2eddcffd6e7c96976914f4ca462b8275b36d386 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ade4484581f1b4e6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_ade4484581f1b4e6 +-- problem_id: v2p_c7_dcdb099e03de4f47 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS support +FROM "c7" +WHERE "finance" = 'inconv' +GROUP BY "has_nurs" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_aeb3dc87d515227d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_aeb3dc87d515227d.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ab4c32570bdc540a64bb87ad0f42feeda0c7c8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_aeb3dc87d515227d.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c7_aeb3dc87d515227d +-- problem_id: v2p_c7_edaabbc81364cb6e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "housing" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "housing" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b2c8013b3d56eab8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b2c8013b3d56eab8.sql new file mode 100644 index 0000000000000000000000000000000000000000..13cabb2c8f936a0c0303b72ffcd252d1fdda57a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b2c8013b3d56eab8.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_b2c8013b3d56eab8 +-- problem_id: v2p_c7_2783a6b10e1d593f +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "social", + SUM(CASE WHEN "social" = 'nonprob' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "social" = 'problematic' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "social" +) +SELECT "social", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b5fb259f0c66dfaa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b5fb259f0c66dfaa.sql new file mode 100644 index 0000000000000000000000000000000000000000..abdd4a648eae556b2f769648b7b051f2d6ca0a5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b5fb259f0c66dfaa.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_b5fb259f0c66dfaa +-- problem_id: v2p_c7_35a30d683d76c70d +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "c7" +WHERE "children" = '1' +GROUP BY "children" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b6a8ff3a6c17ee6f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b6a8ff3a6c17ee6f.sql new file mode 100644 index 0000000000000000000000000000000000000000..134be1a698c87aab125a24e07ef3ab9c89054a9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b6a8ff3a6c17ee6f.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_b6a8ff3a6c17ee6f +-- problem_id: v2p_c7_b20a29c66a867ffc +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "housing", + SUM(CASE WHEN "housing" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "housing" = 'critical' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "housing" +) +SELECT "housing", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b7cc2edc7ff12534.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b7cc2edc7ff12534.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c956375fc3f23583ea65969d008922591a18532 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b7cc2edc7ff12534.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_b7cc2edc7ff12534 +-- problem_id: v2p_c7_785b052088687dd2 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "health", COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "health" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b8e58fb513c384c9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b8e58fb513c384c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..075b327a89102d8c9aa22e5cfad72d8ebf1bfda7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b8e58fb513c384c9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_b8e58fb513c384c9 +-- problem_id: v2p_c7_b068ab55e778ed4e +-- realization_mode: agent +-- source_kind: agent +SELECT "class", COUNT(*) AS support +FROM "c7" +WHERE "class" = 'very_recom' +GROUP BY "class" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b973ccf957d7324a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b973ccf957d7324a.sql new file mode 100644 index 0000000000000000000000000000000000000000..5006a4f703fec0653dbccdbbda6cf2f99713f987 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b973ccf957d7324a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_b973ccf957d7324a +-- problem_id: v2p_c7_6963b950012f1f05 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "children", COUNT(*) AS row_count +FROM "c7" +WHERE "form" = 'foster' +GROUP BY "parents", "children" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b9d6bf55909b2b90.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b9d6bf55909b2b90.sql new file mode 100644 index 0000000000000000000000000000000000000000..a318c293e367a88358f5dc576198a9a390c679a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_b9d6bf55909b2b90.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_two_dimensional_topk_count +-- query_record_id: v2q_c7_b9d6bf55909b2b90 +-- problem_id: v2p_c7_61250adf3a56be3f +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "children", COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "children" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_bb1967b312acb2b5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_bb1967b312acb2b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..e45988102fb4464ad263cf8ac73221892ca2270a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_bb1967b312acb2b5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_bb1967b312acb2b5 +-- problem_id: v2p_c7_4c628e0eb6db4791 +-- realization_mode: agent +-- source_kind: agent +SELECT "health", COUNT(DISTINCT "health") AS "distinct_entities" +FROM "c7" +GROUP BY "health" +ORDER BY "distinct_entities" DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_bbeef36a52da7c7d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_bbeef36a52da7c7d.sql new file mode 100644 index 0000000000000000000000000000000000000000..0bb9377a6a6ad2bb85fbd58faa182e6c906490a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_bbeef36a52da7c7d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_bbeef36a52da7c7d +-- problem_id: v2p_c7_7ad5e4d68d2ea854 +-- realization_mode: agent +-- source_kind: agent +SELECT "social", "health", + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "social", "health" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_bc0d6b35d60391f8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_bc0d6b35d60391f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..a318a9bc3ffac7af6c8afd0b30598ad6564b5945 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_bc0d6b35d60391f8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_bc0d6b35d60391f8 +-- problem_id: v2p_c7_d8f95a1c5bf072f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(DISTINCT "finance") AS distinct_entities +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "finance" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_bcd2dbbd8812e996.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_bcd2dbbd8812e996.sql new file mode 100644 index 0000000000000000000000000000000000000000..b67b8902dded8cfc46bddf53079b7a3b6387446e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_bcd2dbbd8812e996.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_bcd2dbbd8812e996 +-- problem_id: v2p_c7_d7dcb76a84b83d97 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_c47a8067560eb7b5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_c47a8067560eb7b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1236d9829e183f9108cb4e162a40616ca988fbe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_c47a8067560eb7b5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_c47a8067560eb7b5 +-- problem_id: v2p_c7_34cd184ecfdae449 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(DISTINCT "has_nurs") AS distinct_entities +FROM "c7" +WHERE "has_nurs" = 'improper' +GROUP BY "has_nurs" +ORDER BY distinct_entities DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_c5acb6c1663406e0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_c5acb6c1663406e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..67ff45d9261b8cceb272d1f17564ff40e5cc0989 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_c5acb6c1663406e0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_c5acb6c1663406e0 +-- problem_id: v2p_c7_4725150970f60b23 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS "distinct_entities" +FROM "c7" +WHERE "parents" = 'great_pret' +GROUP BY "parents" +ORDER BY "distinct_entities" DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_cbd24e9dad212738.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_cbd24e9dad212738.sql new file mode 100644 index 0000000000000000000000000000000000000000..90f89bd80acb98a768e15b90bfb7974e7eddb7bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_cbd24e9dad212738.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_cbd24e9dad212738 +-- problem_id: v2p_c7_0e483fec9b8b2380 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", + AVG(CASE WHEN "finance" = 'convenient' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "finance" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ce9d386fbf6e8a25.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ce9d386fbf6e8a25.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6948945d4e6056d368f36187c24afd84a1063e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ce9d386fbf6e8a25.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_ce9d386fbf6e8a25 +-- problem_id: v2p_c7_03f2292a7fbe7065 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", COUNT(DISTINCT "parents") AS distinct_entities +FROM "c7" +GROUP BY "parents" +ORDER BY distinct_entities DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_cfe5fd6f6616aa33.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_cfe5fd6f6616aa33.sql new file mode 100644 index 0000000000000000000000000000000000000000..0be0fb67a52d99015a440cd4a1f8a8972d55b554 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_cfe5fd6f6616aa33.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_distinct_topk +-- query_record_id: v2q_c7_cfe5fd6f6616aa33 +-- problem_id: v2p_c7_ed77f9b94be990a3 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d11a1c21d4556f17.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d11a1c21d4556f17.sql new file mode 100644 index 0000000000000000000000000000000000000000..d81688f86a200e8dd42819b6b95103ab214658dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d11a1c21d4556f17.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_d11a1c21d4556f17 +-- problem_id: v2p_c7_e2469d772e7c809a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "form" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "form" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d2c133e999d09beb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d2c133e999d09beb.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1e9678cd511adbea7558aff746bec624782de11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d2c133e999d09beb.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_d2c133e999d09beb +-- problem_id: v2p_c7_3c87dae83c31e88d +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support +FROM "c7" +GROUP BY "social" +ORDER BY support ASC, "social" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d52ef0dacccc00da.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d52ef0dacccc00da.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd3076beea1a356fd86e462d93355a463709639f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d52ef0dacccc00da.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_d52ef0dacccc00da +-- problem_id: v2p_c7_be963e42eca0370b +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", COUNT(DISTINCT "housing") AS "distinct_entities" +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "housing" +ORDER BY "distinct_entities" DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d60353d365234eee.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d60353d365234eee.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a632ba443a360cf37d96b725933653c27e72a65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d60353d365234eee.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_d60353d365234eee +-- problem_id: v2p_c7_94ddf65611d21d24 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "finance", + SUM(CASE WHEN "finance" = 'convenient' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "finance" = 'inconv' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "finance" +) +SELECT "finance", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d77b1fabe2fde5bb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d77b1fabe2fde5bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1d6b45780acd031cfd0e904c494b8c1fc0c5899 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d77b1fabe2fde5bb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_d77b1fabe2fde5bb +-- problem_id: v2p_c7_3d4f9cc6f89a996b +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", COUNT(*) AS support +FROM "c7" +WHERE "finance" = 'convenient' +GROUP BY "finance" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d9368ca93c20eb66.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d9368ca93c20eb66.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ea2fbdd917957b5f325098b3cb2708d96473e8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_d9368ca93c20eb66.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_low_support_group_count_v2 +-- query_record_id: v2q_c7_d9368ca93c20eb66 +-- problem_id: v2p_c7_5ce44ccd8c2a692b +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support +FROM "c7" +GROUP BY "has_nurs" +ORDER BY support ASC, "has_nurs" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_da1287e907ff6840.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_da1287e907ff6840.sql new file mode 100644 index 0000000000000000000000000000000000000000..9404520b52d8f809691bffdf137838adc4a9120a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_da1287e907ff6840.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_da1287e907ff6840 +-- problem_id: v2p_c7_3bea975ce97a903e +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "children", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "children" +ORDER BY support ASC, "parents", "children" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_dd59e2c869dee66d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_dd59e2c869dee66d.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a5b928bb2f50172956e67dc67ce6761479067ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_dd59e2c869dee66d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c7_dd59e2c869dee66d +-- problem_id: v2p_c7_5f7da470ed771bfb +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", COUNT(*) AS row_count +FROM "c7" +GROUP BY "has_nurs" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_e0332adb18365e96.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_e0332adb18365e96.sql new file mode 100644 index 0000000000000000000000000000000000000000..3377c36a2e652006a620921a51ac41f0216df881 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_e0332adb18365e96.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c7_e0332adb18365e96 +-- problem_id: v2p_c7_09c28181f60dde84 +-- realization_mode: agent +-- source_kind: agent +SELECT + "parents", + "housing", + COUNT(*) AS support +FROM "c7" +GROUP BY "parents", "housing" +ORDER BY support ASC, "parents", "housing" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_e2867395bafd3c1c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_e2867395bafd3c1c.sql new file mode 100644 index 0000000000000000000000000000000000000000..78eba3560d41d11420e6c9b13ae3843241843305 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_e2867395bafd3c1c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_e2867395bafd3c1c +-- problem_id: v2p_c7_83e316e3dc681dce +-- realization_mode: agent +-- source_kind: agent +SELECT + "social", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'spec_prior' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "social" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_e47e04d7105d9a0f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_e47e04d7105d9a0f.sql new file mode 100644 index 0000000000000000000000000000000000000000..bed139f83f01593f573b11394815c72d0afd6b62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_e47e04d7105d9a0f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_e47e04d7105d9a0f +-- problem_id: v2p_c7_ea4df4e8081ef426 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "health", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "health" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_e6895e23ced43d3a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_e6895e23ced43d3a.sql new file mode 100644 index 0000000000000000000000000000000000000000..4375a2a0921a84d7167aee548f4122fa15fa6499 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_e6895e23ced43d3a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_e6895e23ced43d3a +-- problem_id: v2p_c7_6aec5579b2056753 +-- realization_mode: agent +-- source_kind: agent +SELECT "finance", "social", + AVG(CASE WHEN "class" = 'not_recom' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "finance", "social" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_edc9da1708396f31.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_edc9da1708396f31.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad67c5233a60c0eb12ba579316f8d90b5d559c0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_edc9da1708396f31.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_edc9da1708396f31 +-- problem_id: v2p_c7_463a0960bbcbbbe4 +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "class", + AVG(CASE WHEN "class" = 'recommend' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c7" +GROUP BY "housing", "class" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ee1826b7b97874ea.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ee1826b7b97874ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5e59d4c534a7ba9d43375b2b6167fb8c91f5cfd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ee1826b7b97874ea.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_ee1826b7b97874ea +-- problem_id: v2p_c7_8ec86697e23d0ab8 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "form", COUNT(*) AS row_count +FROM "c7" +WHERE "has_nurs" = 'improper' +GROUP BY "parents", "form" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f04d4f3e41ed9f95.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f04d4f3e41ed9f95.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d7ec2583ffaf340f6fed97c0a61f9239a93fdd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f04d4f3e41ed9f95.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f04d4f3e41ed9f95 +-- problem_id: v2p_c7_f7034425d26bf755 +-- realization_mode: agent +-- source_kind: agent +SELECT + "health", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "health" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f179f7603646aa72.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f179f7603646aa72.sql new file mode 100644 index 0000000000000000000000000000000000000000..3da4d05517ac5d722255cc55d66601decdaeaa2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f179f7603646aa72.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f179f7603646aa72 +-- problem_id: v2p_c7_24c70db14c254e40 +-- realization_mode: agent +-- source_kind: agent +SELECT + "has_nurs", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "has_nurs" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f46706dd02b01c38.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f46706dd02b01c38.sql new file mode 100644 index 0000000000000000000000000000000000000000..98ee6ff805a32068c63b8fc6e9e229253ab9b21a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f46706dd02b01c38.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_filtered_distinct_topk +-- query_record_id: v2q_c7_f46706dd02b01c38 +-- problem_id: v2p_c7_6904e08318d3918a +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(DISTINCT "children") AS distinct_entities +FROM "c7" +WHERE "health" = 'priority' +GROUP BY "children" +ORDER BY distinct_entities DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f514044d47eb9806.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f514044d47eb9806.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1f837170db174d981935e7654d6034245ecfa39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f514044d47eb9806.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c7_f514044d47eb9806 +-- problem_id: v2p_c7_eb294f2d9280775c +-- realization_mode: agent +-- source_kind: agent +SELECT "form", COUNT(*) AS support +FROM "c7" +WHERE "form" = 'complete' +GROUP BY "form" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f5209204cb7b7bc0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f5209204cb7b7bc0.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f89a4f3963b960e2c9e63eb2b6e215f7ca2f05f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f5209204cb7b7bc0.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_f5209204cb7b7bc0 +-- problem_id: v2p_c7_eaee370573e9c00b +-- realization_mode: agent +-- source_kind: agent +SELECT + "finance", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "finance" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f5dd7c48dabbe491.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f5dd7c48dabbe491.sql new file mode 100644 index 0000000000000000000000000000000000000000..df5ffecec57f8814c4dab8e95affc928d3128a7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f5dd7c48dabbe491.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c7_f5dd7c48dabbe491 +-- problem_id: v2p_c7_0ead1cf3d0dca363 +-- realization_mode: agent +-- source_kind: agent +SELECT "has_nurs", + AVG(CASE WHEN "has_nurs" = 'critical' THEN 1 ELSE 0 END) AS condition_rate +FROM "c7" +GROUP BY "has_nurs" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f64c4070bc71f8a3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f64c4070bc71f8a3.sql new file mode 100644 index 0000000000000000000000000000000000000000..2904d64c8002d4fdb60fe029bc07a3463408cce7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f64c4070bc71f8a3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_c7_f64c4070bc71f8a3 +-- problem_id: v2p_c7_f51d1688da825370 +-- realization_mode: agent +-- source_kind: agent +SELECT "parents", "finance", COUNT(*) AS "row_count" +FROM "c7" +WHERE "housing" = 'critical' +GROUP BY "parents", "finance" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f6fe8d9224795df3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f6fe8d9224795df3.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9f7c651f48531fb8e836adb56a5730c324da107 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f6fe8d9224795df3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c7_f6fe8d9224795df3 +-- problem_id: v2p_c7_9add6b51a77f472b +-- realization_mode: agent +-- source_kind: agent +SELECT "housing", "finance", + AVG(CASE WHEN "class" = 'priority' THEN 1 ELSE 0 END) AS target_rate +FROM "c7" +GROUP BY "housing", "finance" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f932c20002491fb2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f932c20002491fb2.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6f6b036274dfb150b8c9d2dcb35e90db3ca7cd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_f932c20002491fb2.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_f932c20002491fb2 +-- problem_id: v2p_c7_93a89602ee631565 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "health", + SUM(CASE WHEN "health" = 'not_recom' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "health" = 'priority' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "health" +) +SELECT "health", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_fc620a9c662ca88c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_fc620a9c662ca88c.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d84c4814fc0221af716bd7d9aceed86787f3b27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_fc620a9c662ca88c.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c7_fc620a9c662ca88c +-- problem_id: v2p_c7_0c6637fa2c9d33d3 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "housing" AS value_label, COUNT(*) AS support + FROM "c7" + GROUP BY "housing" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_fd8201c3a918d5bd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_fd8201c3a918d5bd.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c5761f9a064b1b4cec77f963d24c2bafacf6caa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_fd8201c3a918d5bd.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_c7_fd8201c3a918d5bd +-- problem_id: v2p_c7_18488c969145b68a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '2' THEN 1 ELSE 0 END) AS denominator_count + FROM "c7" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ffa0203cca39551b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ffa0203cca39551b.sql new file mode 100644 index 0000000000000000000000000000000000000000..659e10c81118cf87c0cd1d81ee9486a51a5eabf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/c7/sql/v2q_c7_ffa0203cca39551b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: c7 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c7_ffa0203cca39551b +-- problem_id: v2p_c7_5086ef1e4f37c04b +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + COUNT(*) AS support, + AVG(CASE WHEN "class" = 'very_recom' THEN 1 ELSE 0 END) AS focus_rate +FROM "c7" +GROUP BY "children" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3b3569db008e8492ab95269230420cb32b66481 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5546, "bytes_utf8": 5546, "lines": 183, "estimated_tokens": 1573}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21663, "cached_input_tokens": 19840, "output_tokens": 121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..71f582293558cc971822cb9b02e6268956e06f44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0028b5dc97fdb1bc", + "api_calls": 0, + "input_tokens": 21663, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 21784, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1573, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11546.08, + "sql_execution_elapsed_ms_total": 2.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0028b5dc97fdb1bc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..009e9e7619a746f46d7ac1858eee31829f67d451 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:31:48.816071+00:00", + "ended_at": "2026-05-04T09:32:00.362111+00:00", + "elapsed_ms": 11546.08, + "prompt_metrics": { + "chars": 5546, + "bytes_utf8": 5546, + "lines": 183, + "estimated_tokens": 1573 + }, + "stdout_metrics": { + "chars": 707, + "bytes_utf8": 707, + "lines": 4, + "estimated_tokens": 194 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 21663, + "cached_input_tokens": 19840, + "output_tokens": 121 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e95e2cdf37223e089c174e6ab955550c10d5358e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=sex.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "region", + "condition_col": "sex", + "condition_value": "female", + "positive_value": "male", + "negative_value": "female", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a0f63d2c4b0c65060cc70d7136af659526c9c90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-5f78-7381-be5c-883362b945aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=region and condition_col=sex, measuring the within-region proportion of rows where sex='female'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21663,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cba9fb6bf2a13d7d2e36bf47006e6e3a97cab1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=region and condition_col=sex, measuring the within-region proportion of rows where sex='female'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56a41a1e02cbda10219153a3593a7c324a03d700 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:49.060948Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:51.337070Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:59.423309Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3d089ceba1622fbfc68097a42247b88eec7aec3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=sex. +Result preview: [{"region": "northwest", "condition_rate": 0.5090361445783133}, {"region": "southwest", "condition_rate": 0.49707602339181284}, {"region": "northeast", "condition_rate": 0.49240121580547114}, {"region": "southeast", "condition_rate": 0.4751958224543081}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7823fa9bd4e18989fc56a05c99c3d102a3857edc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_0028b5dc97fdb1bc +-- problem_id: v2p_m4_85d3ff1ff5096731 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "sex" = 'female' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ddbba764bc58753afddf770c444ed654811bbbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"region\", \"condition_rate\"], \"rows\": [{\"region\": \"northwest\", \"condition_rate\": 0.5090361445783133}, {\"region\": \"southwest\", \"condition_rate\": 0.49707602339181284}, {\"region\": \"northeast\", \"condition_rate\": 0.49240121580547114}, {\"region\": \"southeast\", \"condition_rate\": 0.4751958224543081}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5c590aba6031b2258baf6b05089148ca65b66c39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:31:48.813142+00:00", + "ended_at": "2026-05-04T09:32:00.389464+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_0028b5dc97fdb1bc", + "problem_id": "v2p_m4_85d3ff1ff5096731", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=sex.", + "bindings": { + "group_col": "region", + "condition_col": "sex", + "condition_value": "female", + "positive_value": "male", + "negative_value": "female", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_0028b5dc97fdb1bc.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0028b5dc97fdb1bc", + "api_calls": 0, + "input_tokens": 21663, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 21784, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1573, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11546.08, + "sql_execution_elapsed_ms_total": 2.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0028b5dc97fdb1bc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bf142758d8f575acb3727ccf375813239e257b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0028b5dc97fdb1bc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:00.378949+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11546.08, "started_at": "2026-05-04T09:31:48.816071+00:00", "ended_at": "2026-05-04T09:32:00.362111+00:00", "prompt_metrics": {"chars": 5546, "bytes_utf8": 5546, "lines": 183, "estimated_tokens": 1573}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21663, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T09:31:49.060948Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:51.337070Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "children", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0e636af2587fcf7bb78e799410e55de71550a71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df269-9f85-7a42-832d-d5c6fd543a07"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"children\\\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\",\"notes\":\"Applied the planned Threshold Rarity CDF template with measure_col bound to \\\"children\\\" and measure_threshold fixed at 2.0. Cast \\\"children\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21590,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3f87242c1e18d049cf664751cbe4be768129d2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"children\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";","notes":"Applied the planned Threshold Rarity CDF template with measure_col bound to \"children\" and measure_threshold fixed at 2.0. Cast \"children\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e535bfa237ff268c30526d6436bcdf19b7e5bb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:55:01.693371Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:55:03.984190Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:55:11.544580Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5b8e447b8c8fb113b011f143357debd54bd905c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children. +Result preview: [{"empirical_cdf_at_threshold": 0.8492063492063492}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ebcfa8e24bd469eee18adcaf68f18ce56265c8e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_00f7143d6bd8e184 +-- problem_id: v2p_m4_0377c8c216183a92 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("children" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..978ea062bfc61d88673a78a74616b82f0c3cea74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"children\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"children\\\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.8492063492063492}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..38ef1dea4e708d62df015222b4a57f102e4adfe0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:55:01.497839+00:00", + "ended_at": "2026-05-04T09:55:12.386838+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_00f7143d6bd8e184", + "problem_id": "v2p_m4_0377c8c216183a92", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children.", + "bindings": { + "measure_col": "children", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_00f7143d6bd8e184.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_00f7143d6bd8e184", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 21707, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1603, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10858.32, + "sql_execution_elapsed_ms_total": 1.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_00f7143d6bd8e184\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0b226fe76bd2b23f1b88732b8b212efb120c0da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_00f7143d6bd8e184/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:55:12.377730+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10858.32, "started_at": "2026-05-04T09:55:01.497839+00:00", "ended_at": "2026-05-04T09:55:12.358982+00:00", "prompt_metrics": {"chars": 5240, "bytes_utf8": 5240, "lines": 178, "estimated_tokens": 1502}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21590, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T09:55:01.693371Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:55:03.984190Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=region, condition_col=charges.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "region", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ec557ab4f8566be5273c83cf4c147aaa2139ecc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-a9a1-7bc0-9602-7b969a98d95e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col bound to \\\"region\\\" and condition_col bound to \\\"charges\\\". Since \\\"charges\\\" is stored as TEXT in the schema snapshot, the condition uses exact string equality against '10096.97'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21671,"cached_input_tokens":20864,"output_tokens":194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e5d0f438e990f1c7103518a82640e0a2290876f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col bound to \"region\" and condition_col bound to \"charges\". Since \"charges\" is stored as TEXT in the schema snapshot, the condition uses exact string equality against '10096.97'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..436243d98050c92ee122c8868957474b8a1802fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:13.560920Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:15.871661Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:27.597084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..80d5c8a92b593e8604b2050c5f76b1cbd3710bf2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=region, condition_col=charges. +Result preview: [{"region": "southwest", "condition_rate": 0.005847953216374269}, {"region": "southeast", "condition_rate": 0.0}, {"region": "northwest", "condition_rate": 0.0}, {"region": "northeast", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b256f45fd51e68ed2ea64bf133167b6ba480d35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_0448b2da7318c4cb +-- problem_id: v2p_m4_18e3ab0f3fa7da59 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..251b5d3d88524315fcb0b68f809f6a04d937a83a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"region\", \"condition_rate\"], \"rows\": [{\"region\": \"southwest\", \"condition_rate\": 0.005847953216374269}, {\"region\": \"southeast\", \"condition_rate\": 0.0}, {\"region\": \"northwest\", \"condition_rate\": 0.0}, {\"region\": \"northeast\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f5673773134d7472c067c3aab755e81c4d451eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:33:13.299722+00:00", + "ended_at": "2026-05-04T09:33:28.387364+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_0448b2da7318c4cb", + "problem_id": "v2p_m4_18e3ab0f3fa7da59", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=region, condition_col=charges.", + "bindings": { + "group_col": "region", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_0448b2da7318c4cb.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0448b2da7318c4cb", + "api_calls": 0, + "input_tokens": 21671, + "cached_input_tokens": 20864, + "output_tokens": 194, + "total_tokens": 21865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1581, + "estimated_output_tokens": 120, + "estimated_total_tokens": 1701, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15048.24, + "sql_execution_elapsed_ms_total": 2.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0448b2da7318c4cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..105bdf2585863647d031bb765ac14ba65769d320 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0448b2da7318c4cb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:28.373777+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15048.24, "started_at": "2026-05-04T09:33:13.303383+00:00", "ended_at": "2026-05-04T09:33:28.351380+00:00", "prompt_metrics": {"chars": 5557, "bytes_utf8": 5557, "lines": 183, "estimated_tokens": 1581}, "response_metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 21671, "cached_input_tokens": 20864, "output_tokens": 194}, "stderr_preview": "2026-05-04T09:33:13.560920Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:15.871661Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=charges.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "sex", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..510e30a8db0f83de6c7da690a168c8469cee18a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-2300-7850-9f2f-eccea4637c58"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sex\\\",\\n SUM(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT \\\"sex\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided template exactly with group_col=\\\"sex\\\" and condition_col=\\\"charges\\\", treating the bound comparison values as TEXT because the schema stores all columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21819,"cached_input_tokens":20864,"output_tokens":226}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfee902770aadef3eb3f877c4a9e0d4d0257be7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sex\",\n SUM(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"sex\"\n)\nSELECT \"sex\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided template exactly with group_col=\"sex\" and condition_col=\"charges\", treating the bound comparison values as TEXT because the schema stores all columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3fadbdde29eaf5a529352971823170c2ddfdf89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:44.668207Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:47.144271Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:56.694227Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0e8b5986806cd06e6bcab7f6826918886d63cf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=charges. +Result preview: [{"sex": "male", "condition_ratio": 1.0}, {"sex": "female", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..92bfeb2ab1b4ec80613d6ba626f202aee43b2095 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_07fe452984b5a721 +-- problem_id: v2p_m4_9c84edbc29021be2 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "sex", + SUM(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "sex" +) +SELECT "sex", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d5b73645d6ba164fb93929273819a6223203af30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sex\",\n SUM(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"sex\"\n)\nSELECT \"sex\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sex\\\",\\n SUM(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT \\\"sex\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"sex\", \"condition_ratio\"], \"rows\": [{\"sex\": \"male\", \"condition_ratio\": 1.0}, {\"sex\": \"female\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..959aa2975b62e70065a41a8fa7c95b50f67e6484 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:33:44.394428+00:00", + "ended_at": "2026-05-04T09:33:57.511078+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_07fe452984b5a721", + "problem_id": "v2p_m4_9c84edbc29021be2", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=charges.", + "bindings": { + "group_col": "sex", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_07fe452984b5a721.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_07fe452984b5a721", + "api_calls": 0, + "input_tokens": 21819, + "cached_input_tokens": 20864, + "output_tokens": 226, + "total_tokens": 22045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1729, + "estimated_output_tokens": 171, + "estimated_total_tokens": 1900, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13070.31, + "sql_execution_elapsed_ms_total": 5.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_07fe452984b5a721\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a2895f08ae892534cdb94bab0743325ada1df7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_07fe452984b5a721/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:57.487069+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13070.31, "started_at": "2026-05-04T09:33:44.396960+00:00", "ended_at": "2026-05-04T09:33:57.467176+00:00", "prompt_metrics": {"chars": 6120, "bytes_utf8": 6120, "lines": 183, "estimated_tokens": 1729}, "response_metrics": {"chars": 666, "bytes_utf8": 666, "lines": 1, "estimated_tokens": 171}, "usage": {"input_tokens": 21819, "cached_input_tokens": 20864, "output_tokens": 226}, "stderr_preview": "2026-05-04T09:33:44.668207Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:47.144271Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d64bf984286d3157ef958f3422221ae7b1dab75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-1a93-7463-865f-886ea1e89fcc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"sex\\\" and measure_col=\\\"age\\\". CAST(\\\"age\\\" AS REAL) ensures SQLite computes a numeric average because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":19840,"output_tokens":131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb4e6c6b91eb65287417283dc4cf2598b639b7a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"sex\" and measure_col=\"age\". CAST(\"age\" AS REAL) ensures SQLite computes a numeric average because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..111445834c500fd6861792166f5dd1c264861d19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:24.984071Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:27.629747Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:35.397082Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bd4cf29dc64d36dddadb83a18ca0c6f32b8b73e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "female", "avg_measure": 39.48169838945827}, {"sex": "male", "avg_measure": 38.74822190611664}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf2527634853bb980bc3da62327ed253a96fd5c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_08404833d3eb23f2 +-- problem_id: v2p_m4_02a05b4f67595533 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62cf3446853131756f122d197c7a5bb39894d97a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"avg_measure\": 39.48169838945827}, {\"sex\": \"male\", \"avg_measure\": 38.74822190611664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80c56e0a5db3d4fd30db259a8dbd2a7b4f3efab1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:18:24.752007+00:00", + "ended_at": "2026-05-04T09:18:36.017362+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_08404833d3eb23f2", + "problem_id": "v2p_m4_02a05b4f67595533", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_08404833d3eb23f2.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_08404833d3eb23f2", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 19840, + "output_tokens": 131, + "total_tokens": 21732, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1606, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11225.35, + "sql_execution_elapsed_ms_total": 2.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_08404833d3eb23f2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43fc6a1ca3dbb180f516e647630c8659cd01938b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08404833d3eb23f2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:36.007139+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11225.35, "started_at": "2026-05-04T09:18:24.754718+00:00", "ended_at": "2026-05-04T09:18:35.980447+00:00", "prompt_metrics": {"chars": 5293, "bytes_utf8": 5293, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21601, "cached_input_tokens": 19840, "output_tokens": 131}, "stderr_preview": "2026-05-04T09:18:24.984071Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:27.629747Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ee6198f5adffecc844b7e25cb07503b33d096dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_08e5ec02e7ff369b\n-- problem_id: v2p_m4_0a6430c93a190077\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(\"children\") AS avg_response\nFROM \"m4\"\nGROUP BY \"age\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_08e5ec02e7ff369b\\n-- problem_id: v2p_m4_0a6430c93a190077\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(\\\"children\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age\", \"support\", \"avg_response\"], \"rows\": [{\"age\": \"18\", \"support\": 148, \"avg_response\": 0.4594594594594595}, {\"age\": \"19\", \"support\": 142, \"avg_response\": 0.4647887323943662}, {\"age\": \"45\", \"support\": 62, \"avg_response\": 1.4838709677419355}, {\"age\": \"52\", \"support\": 62, \"avg_response\": 1.4838709677419355}, {\"age\": \"47\", \"support\": 62, \"avg_response\": 1.3548387096774193}, {\"age\": \"23\", \"support\": 62, \"avg_response\": 0.9032258064516129}, {\"age\": \"46\", \"support\": 60, \"avg_response\": 1.7333333333333334}, {\"age\": \"54\", \"support\": 60, \"avg_response\": 1.4333333333333333}, {\"age\": \"28\", \"support\": 60, \"avg_response\": 1.3666666666666667}, {\"age\": \"26\", \"support\": 60, \"avg_response\": 1.1}, {\"age\": \"51\", \"support\": 60, \"avg_response\": 1.0666666666666667}, {\"age\": \"22\", \"support\": 60, \"avg_response\": 0.8666666666666667}, {\"age\": \"21\", \"support\": 60, \"avg_response\": 0.8}, {\"age\": \"48\", \"support\": 58, \"avg_response\": 1.3103448275862069}, {\"age\": \"50\", \"support\": 58, \"avg_response\": 1.3103448275862069}, {\"age\": \"25\", \"support\": 58, \"avg_response\": 1.2758620689655173}, {\"age\": \"53\", \"support\": 58, \"avg_response\": 1.206896551724138}, {\"age\": \"27\", \"support\": 58, \"avg_response\": 0.9310344827586207}, {\"age\": \"20\", \"support\": 58, \"avg_response\": 0.8620689655172413}, {\"age\": \"30\", \"support\": 56, \"avg_response\": 1.5}, {\"age\": \"49\", \"support\": 56, \"avg_response\": 1.5}, {\"age\": \"41\", \"support\": 56, \"avg_response\": 1.3928571428571428}, {\"age\": \"32\", \"support\": 56, \"avg_response\": 1.2857142857142858}, {\"age\": \"44\", \"support\": 56, \"avg_response\": 1.25}, {\"age\": \"56\", \"support\": 56, \"avg_response\": 0.7142857142857143}, {\"age\": \"24\", \"support\": 56, \"avg_response\": 0.4642857142857143}, {\"age\": \"39\", \"support\": 54, \"avg_response\": 2.259259259259259}, {\"age\": \"33\", \"support\": 54, \"avg_response\": 1.6296296296296295}, {\"age\": \"43\", \"support\": 54, \"avg_response\": 1.6296296296296295}, {\"age\": \"40\", \"support\": 54, \"avg_response\": 1.5925925925925926}, {\"age\": \"31\", \"support\": 54, \"avg_response\": 1.4074074074074074}, {\"age\": \"29\", \"support\": 54, \"avg_response\": 1.2592592592592593}, {\"age\": \"42\", \"support\": 54, \"avg_response\": 1.0}, {\"age\": \"57\", \"support\": 54, \"avg_response\": 0.6296296296296297}, {\"age\": \"37\", \"support\": 52, \"avg_response\": 1.5769230769230769}, {\"age\": \"34\", \"support\": 52, \"avg_response\": 1.1538461538461537}, {\"age\": \"59\", \"support\": 52, \"avg_response\": 1.1538461538461537}, {\"age\": \"55\", \"support\": 52, \"avg_response\": 0.9615384615384616}, {\"age\": \"58\", \"support\": 52, \"avg_response\": 0.23076923076923078}, {\"age\": \"35\", \"support\": 50, \"avg_response\": 1.68}, {\"age\": \"38\", \"support\": 50, \"avg_response\": 1.48}, {\"age\": \"36\", \"support\": 50, \"avg_response\": 1.24}, {\"age\": \"62\", \"support\": 48, \"avg_response\": 0.5416666666666666}, {\"age\": \"64\", \"support\": 46, \"avg_response\": 0.8260869565217391}, {\"age\": \"61\", \"support\": 46, \"avg_response\": 0.7391304347826086}, {\"age\": \"63\", \"support\": 46, \"avg_response\": 0.5652173913043478}, {\"age\": \"60\", \"support\": 46, \"avg_response\": 0.34782608695652173}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..332dfa9655999b4d30b5a231718d0f4b15a80097 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:57:47.673456+00:00", + "ended_at": "2026-05-04T09:57:47.678556+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_08e5ec02e7ff369b", + "problem_id": "v2p_m4_0a6430c93a190077", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=children, key_col=age.", + "bindings": { + "key_col": "age", + "measure_col": "children", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_08e5ec02e7ff369b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_08e5ec02e7ff369b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8cb04b96e52e11d6a2e5ae85c8c0f824cb918a9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5537, "bytes_utf8": 5537, "lines": 183, "estimated_tokens": 1572}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21662, "cached_input_tokens": 20864, "output_tokens": 145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b90b666daded340d1e00aa94e75888d1598f9a0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0a9d7a958f90c066", + "api_calls": 0, + "input_tokens": 21662, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 21807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1572, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11885.77, + "sql_execution_elapsed_ms_total": 2.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0a9d7a958f90c066\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..360d9a9ed226582c5f56379accdb293aa9e4a4cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:31:36.897764+00:00", + "ended_at": "2026-05-04T09:31:48.783649+00:00", + "elapsed_ms": 11885.77, + "prompt_metrics": { + "chars": 5537, + "bytes_utf8": 5537, + "lines": 183, + "estimated_tokens": 1572 + }, + "stdout_metrics": { + "chars": 683, + "bytes_utf8": 683, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 358, + "bytes_utf8": 358, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 21662, + "cached_input_tokens": 20864, + "output_tokens": 145 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c193554cdadb6b10c6fb45c582b245fe80f9401 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=region, condition_col=sex.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "region", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60d07dcc58ba6388ae19d87d0b12c28adb94d0f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-30da-7262-9aca-a00e7bcbbf01"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the Grouped Condition Rate template with group_col=\\\"region\\\" and condition_col=\\\"sex\\\", using 'male' as the condition value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21662,"cached_input_tokens":20864,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c0283ab40847f0d48ca9561e853b1572a23ce5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;","notes":"Applied the Grouped Condition Rate template with group_col=\"region\" and condition_col=\"sex\", using 'male' as the condition value."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04979908b3a20c9a931d32be0927d0d2d5d93643 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:37.114847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:39.541477Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:47.973811Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb3b45509d69f319055a67530dd196df2bc96f2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=region, condition_col=sex. +Result preview: [{"region": "southeast", "condition_rate": 0.5248041775456919}, {"region": "northeast", "condition_rate": 0.5075987841945289}, {"region": "southwest", "condition_rate": 0.5029239766081871}, {"region": "northwest", "condition_rate": 0.49096385542168675}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab3fd81e6cdb0e3218b0a12d3388191d48dd778e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_0a9d7a958f90c066 +-- problem_id: v2p_m4_fec222b5d057fbb0 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "sex" = 'male' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bccfc7997d60bcccea904900ac03689875f2aaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"region\", \"condition_rate\"], \"rows\": [{\"region\": \"southeast\", \"condition_rate\": 0.5248041775456919}, {\"region\": \"northeast\", \"condition_rate\": 0.5075987841945289}, {\"region\": \"southwest\", \"condition_rate\": 0.5029239766081871}, {\"region\": \"northwest\", \"condition_rate\": 0.49096385542168675}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b6c1c6102076e6db4e26dccb3f07e419bae9fb4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:31:36.895568+00:00", + "ended_at": "2026-05-04T09:31:48.811164+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_0a9d7a958f90c066", + "problem_id": "v2p_m4_fec222b5d057fbb0", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=region, condition_col=sex.", + "bindings": { + "group_col": "region", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_0a9d7a958f90c066.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0a9d7a958f90c066", + "api_calls": 0, + "input_tokens": 21662, + "cached_input_tokens": 20864, + "output_tokens": 145, + "total_tokens": 21807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1572, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11885.77, + "sql_execution_elapsed_ms_total": 2.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0a9d7a958f90c066\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2af9ff12ee06070c80ae47578805492475d4ec60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0a9d7a958f90c066/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:48.800626+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11885.77, "started_at": "2026-05-04T09:31:36.897764+00:00", "ended_at": "2026-05-04T09:31:48.783649+00:00", "prompt_metrics": {"chars": 5537, "bytes_utf8": 5537, "lines": 183, "estimated_tokens": 1572}, "response_metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21662, "cached_input_tokens": 20864, "output_tokens": 145}, "stderr_preview": "2026-05-04T09:31:37.114847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:39.541477Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62a01e621ad24f73eb98acb3628f35c082747668 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-46c7-7be0-97d9-feb1927f3e7d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col bound to \\\"children\\\" and measure_col bound to \\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21602,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..173c3b2b1d934ec25ad7f16546cd136c27887649 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col bound to \"children\" and measure_col bound to \"bmi\". Cast \"bmi\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2eb0db9e68680a99114a766bbaf1b4e7d861a3fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:36.288413Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:38.612894Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:45.500141Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f643dcfadc76a810dfcf6cda75e98deda04621c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "4", "avg_measure": 31.314615384615383}, {"children": "2", "avg_measure": 31.035806451612903}, {"children": "1", "avg_measure": 30.705744047619046}, {"children": "0", "avg_measure": 30.628507588532887}, {"children": "3", "avg_measure": 30.580000000000002}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..be7b3182e15dded29a3a45b88f254adf0f5dd8a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_0b726cb96e9aa19e +-- problem_id: v2p_m4_967cde8530d21c44 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa4d11db07bcd5707ebcde55476df99dcfdd4da3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"avg_measure\"], \"rows\": [{\"children\": \"4\", \"avg_measure\": 31.314615384615383}, {\"children\": \"2\", \"avg_measure\": 31.035806451612903}, {\"children\": \"1\", \"avg_measure\": 30.705744047619046}, {\"children\": \"0\", \"avg_measure\": 30.628507588532887}, {\"children\": \"3\", \"avg_measure\": 30.580000000000002}, {\"children\": \"5\", \"avg_measure\": 28.915000000000003}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42d16dd519ed80dd1e4915b4eb2ae82c0d27f21e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:18:36.020123+00:00", + "ended_at": "2026-05-04T09:18:46.241480+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_0b726cb96e9aa19e", + "problem_id": "v2p_m4_967cde8530d21c44", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_0b726cb96e9aa19e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0b726cb96e9aa19e", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 21714, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1608, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10192.0, + "sql_execution_elapsed_ms_total": 2.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0b726cb96e9aa19e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1afaa682e3e74b6d00d2e5f5403337621d519cc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0b726cb96e9aa19e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:46.231120+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10192.0, "started_at": "2026-05-04T09:18:36.022032+00:00", "ended_at": "2026-05-04T09:18:46.214359+00:00", "prompt_metrics": {"chars": 5302, "bytes_utf8": 5302, "lines": 180, "estimated_tokens": 1512}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21602, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T09:18:36.288413Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:38.612894Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dc312e174e8a7161895555743efee9ed9e49690 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df267-f46f-74d1-beb4-57cea0d329c5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n MIN(\\\"age_num\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per smoker group on CAST(\\\"age\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21641,"cached_input_tokens":20864,"output_tokens":507}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3f4b2f8321fba91d777ebaa81ca11258e2a054b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"smoker\",\n MIN(\"age_num\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n GROUP BY \"smoker\"\n)\nSELECT\n \"smoker\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per smoker group on CAST(\"age\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9914ea4f82824596f3354b608a9b4212f9a977bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:53:12.346349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:53:14.682007Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:53:28.783265Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d99c1ea7179d1a0b0cfbb9e87ec84ddc1b4976e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "yes", "percentile_measure": 62.0}, {"smoker": "no", "percentile_measure": 61.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..466b4946e799e25d67cf1a047a44e88359648dbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_0c26f30d504c3f6e +-- problem_id: v2p_m4_e08acfad4c5bfe47 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "age_num", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" + WHERE "smoker" IS NOT NULL + AND "age" IS NOT NULL +), +"percentiles" AS ( + SELECT + "smoker", + MIN("age_num") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) + GROUP BY "smoker" +) +SELECT + "smoker", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f45cb04dda5cb7af0ace64b17f05b92771b7d4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"smoker\",\n MIN(\"age_num\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\n GROUP BY \"smoker\"\n)\nSELECT\n \"smoker\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n MIN(\\\"age_num\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"smoker\", \"percentile_measure\"], \"rows\": [{\"smoker\": \"yes\", \"percentile_measure\": 62.0}, {\"smoker\": \"no\", \"percentile_measure\": 61.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ef74e68d9752bfc11990dce5a8ebe9972bcc6bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:53:12.130764+00:00", + "ended_at": "2026-05-04T09:53:29.569957+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_0c26f30d504c3f6e", + "problem_id": "v2p_m4_e08acfad4c5bfe47", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_0c26f30d504c3f6e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0c26f30d504c3f6e", + "api_calls": 0, + "input_tokens": 21641, + "cached_input_tokens": 20864, + "output_tokens": 507, + "total_tokens": 22148, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1551, + "estimated_output_tokens": 268, + "estimated_total_tokens": 1819, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17389.95, + "sql_execution_elapsed_ms_total": 11.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0c26f30d504c3f6e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..672e9410fb5a4a9a841a6b81bc4d8369a71ad41a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:53:29.547695+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17389.95, "started_at": "2026-05-04T09:53:12.130764+00:00", "ended_at": "2026-05-04T09:53:29.527378+00:00", "prompt_metrics": {"chars": 5469, "bytes_utf8": 5469, "lines": 180, "estimated_tokens": 1551}, "response_metrics": {"chars": 879, "bytes_utf8": 879, "lines": 1, "estimated_tokens": 268}, "usage": {"input_tokens": 21641, "cached_input_tokens": 20864, "output_tokens": 507}, "stderr_preview": "2026-05-04T09:53:12.346349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:53:14.682007Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per smoker group on CAST(\\\"age\\\" AS REAL).\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6b669406081172d1cc72db30bc6668c571c92706 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c26f30d504c3f6e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0c26f30d504c3f6e", + "api_calls": 0, + "input_tokens": 21641, + "cached_input_tokens": 20864, + "output_tokens": 507, + "total_tokens": 22148, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1551, + "estimated_output_tokens": 268, + "estimated_total_tokens": 1819, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17389.95, + "sql_execution_elapsed_ms_total": 11.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0c26f30d504c3f6e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77e520c3ce0cf1fd4f955f2e017fde69c24d644b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5439, "bytes_utf8": 5439, "lines": 180, "estimated_tokens": 1556}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21644, "cached_input_tokens": 20864, "output_tokens": 203}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..53d55392efb8f164789ef8b5232c93e5b2fda15d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0c35b494385f3a23", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 203, + "total_tokens": 21847, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12158.21, + "sql_execution_elapsed_ms_total": 2.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0c35b494385f3a23\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..113c41ec2954c285eba29401d9720ecafb3b18dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:21:24.898642+00:00", + "ended_at": "2026-05-04T09:21:37.056613+00:00", + "elapsed_ms": 12158.21, + "prompt_metrics": { + "chars": 5439, + "bytes_utf8": 5439, + "lines": 180, + "estimated_tokens": 1556 + }, + "stdout_metrics": { + "chars": 761, + "bytes_utf8": 761, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13255 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 203 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8fc44d2597922292e632c4bfd54bc9f6a63b882 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d85934534fa2eba59258215613c35b3e310009f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-da83-7170-ba87-957085eef836"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"children\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"children\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"children\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21644,"cached_input_tokens":20864,"output_tokens":203}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6ff206db8a50ae558a037ce40a52f28a5ccf2c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"children\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\"\nHAVING COUNT(*) > 5\nORDER BY \"children\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"children\" and measure_col=\"bmi\". Cast \"bmi\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55dc520588ac313ecdfc92a179ef166d081f7a10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:25.199058Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:27.566510Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:36.411301Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..91a789e3e1275d9737aa8d0aba1003d8d5106843 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "0", "avg_measure": 30.628507588532887, "support": 1186}, {"children": "1", "avg_measure": 30.705744047619046, "support": 672}, {"children": "2", "avg_measure": 31.035806451612903, "support": 496}, {"children": "3", "avg_measure": 30.580000000000002, "support": 324}, {"children": "4", "avg_measure": 31.314615384615383, "support": 52}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c32672c9f9c48f0876a0edad6b9c5fca3d4f7889 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_0c35b494385f3a23 +-- problem_id: v2p_m4_b9e84ce752c08527 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("bmi" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "children" +HAVING COUNT(*) > 5 +ORDER BY "children"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9571c75356a3446f3b47f973032ad5968834db41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"children\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\"\nHAVING COUNT(*) > 5\nORDER BY \"children\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"children\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"children\\\";\", \"columns\": [\"children\", \"avg_measure\", \"support\"], \"rows\": [{\"children\": \"0\", \"avg_measure\": 30.628507588532887, \"support\": 1186}, {\"children\": \"1\", \"avg_measure\": 30.705744047619046, \"support\": 672}, {\"children\": \"2\", \"avg_measure\": 31.035806451612903, \"support\": 496}, {\"children\": \"3\", \"avg_measure\": 30.580000000000002, \"support\": 324}, {\"children\": \"4\", \"avg_measure\": 31.314615384615383, \"support\": 52}, {\"children\": \"5\", \"avg_measure\": 28.915000000000003, \"support\": 42}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c56c00f5f7b25942abf3104b901ab77a99f217f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:21:24.896461+00:00", + "ended_at": "2026-05-04T09:21:37.092132+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_0c35b494385f3a23", + "problem_id": "v2p_m4_b9e84ce752c08527", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_0c35b494385f3a23.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0c35b494385f3a23", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 203, + "total_tokens": 21847, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12158.21, + "sql_execution_elapsed_ms_total": 2.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0c35b494385f3a23\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8963155f8409fb1a9fa6f4797682bd1680405336 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:37.079166+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12158.21, "started_at": "2026-05-04T09:21:24.898642+00:00", "ended_at": "2026-05-04T09:21:37.056613+00:00", "prompt_metrics": {"chars": 5439, "bytes_utf8": 5439, "lines": 180, "estimated_tokens": 1556}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21644, "cached_input_tokens": 20864, "output_tokens": 203}, "stderr_preview": "2026-05-04T09:21:25.199058Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:27.566510Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"children\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"children\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..90c8b7151edc2860da3ddfe12b88df3afc41a4ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0c35b494385f3a23/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0c35b494385f3a23", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 203, + "total_tokens": 21847, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12158.21, + "sql_execution_elapsed_ms_total": 2.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0c35b494385f3a23\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ee942d8d1b4bac658f23e102c22bf21e9c697c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5594, "bytes_utf8": 5594, "lines": 183, "estimated_tokens": 1617}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 21707, "cached_input_tokens": 20864, "output_tokens": 169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b9169dbbb39f0acfef60a6c599bf52fc0c6e11a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0e0cbfae25b8a1b2", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 169, + "total_tokens": 21876, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 127, + "estimated_total_tokens": 1744, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15122.77, + "sql_execution_elapsed_ms_total": 3.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0e0cbfae25b8a1b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7a45ffb61c0371344dd3059229cd7e2999b52c2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:26:27.169474+00:00", + "ended_at": "2026-05-04T09:26:42.292398+00:00", + "elapsed_ms": 15122.77, + "prompt_metrics": { + "chars": 5594, + "bytes_utf8": 5594, + "lines": 183, + "estimated_tokens": 1617 + }, + "stdout_metrics": { + "chars": 792, + "bytes_utf8": 792, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 463, + "bytes_utf8": 463, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 169 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91a03b8e6daa83f7762a34943cfd35d15836409d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "target_col": "charges", + "target_value": "1135.9407", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb753ae7f61ebbf7fe51dd277480729c633c02fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-8345-7071-96d6-da3670cb134e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"smoker\\\", \\\"region\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=smoker, group_col_2=region, and target_col=charges on the single table \\\"m4\\\". Used a direct equality check against the bound target_value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21707,"cached_input_tokens":20864,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6617c5419badbe2dea0ca890797f8857ae19b15a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"smoker\", \"region\",\n AVG(CASE WHEN \"charges\" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY target_rate DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=smoker, group_col_2=region, and target_col=charges on the single table \"m4\". Used a direct equality check against the bound target_value."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b7cb4f58d7053a9bc77a833bbbf9e5cf4bd055b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:30.586741Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:32.914029Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:41.677992Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..288eafadeabf8debed8f5772dd7e153f1b7ddde9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, group_col_2=region, target_col=charges. +Result preview: [{"smoker": "no", "region": "southeast", "target_rate": 0.006968641114982578}, {"smoker": "no", "region": "northeast", "target_rate": 0.0}, {"smoker": "no", "region": "northwest", "target_rate": 0.0}, {"smoker": "no", "region": "southwest", "target_rate": 0.0}, {"smoker": "yes", "region": "northeast", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e537b4e8089b91404a72e1bb6f58ee086e56ed81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_0e0cbfae25b8a1b2 +-- problem_id: v2p_m4_48be0a64ea281f0a +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", "region", + AVG(CASE WHEN "charges" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb3fe106ed9cfb80d98cf60677f154a18c07e885 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"smoker\", \"region\",\n AVG(CASE WHEN \"charges\" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"smoker\\\", \\\"region\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"smoker\", \"region\", \"target_rate\"], \"rows\": [{\"smoker\": \"no\", \"region\": \"southeast\", \"target_rate\": 0.006968641114982578}, {\"smoker\": \"no\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"smoker\": \"no\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"smoker\": \"no\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"southwest\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff356cc2cb602a6e02aed9060cd03f2fa908889e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:26:27.166038+00:00", + "ended_at": "2026-05-04T09:26:42.322632+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_0e0cbfae25b8a1b2", + "problem_id": "v2p_m4_48be0a64ea281f0a", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "target_col": "charges", + "target_value": "1135.9407", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_0e0cbfae25b8a1b2.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_0e0cbfae25b8a1b2", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 169, + "total_tokens": 21876, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 127, + "estimated_total_tokens": 1744, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15122.77, + "sql_execution_elapsed_ms_total": 3.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_0e0cbfae25b8a1b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fe591671817c73b97b76a693d419d8e62fb3ae3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_0e0cbfae25b8a1b2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:26:42.309715+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15122.77, "started_at": "2026-05-04T09:26:27.169474+00:00", "ended_at": "2026-05-04T09:26:42.292398+00:00", "prompt_metrics": {"chars": 5594, "bytes_utf8": 5594, "lines": 183, "estimated_tokens": 1617}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 21707, "cached_input_tokens": 20864, "output_tokens": 169}, "stderr_preview": "2026-05-04T09:26:30.586741Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:32.914029Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=region, measure_col=bmi.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "measure_col": "bmi", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd517e5b3ba50a37ec0f213a349d41441b7454ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-48a7-7442-97b1-f8e31dd2505c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"children\\\", \\\"region\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Two-Dimensional Group Average template with group_col=children, group_col_2=region, and measure_col=bmi. Cast \\\"bmi\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21657,"cached_input_tokens":20864,"output_tokens":122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05092856fe2adc27a2cb62a141f64da97990594f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"children\", \"region\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY avg_measure DESC;","notes":"Used the provided Two-Dimensional Group Average template with group_col=children, group_col_2=region, and measure_col=bmi. Cast \"bmi\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6242a36fc629cda726aedc8a653cb604ea694d2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:32.145366Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:34.393682Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:43.674062Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b809edcf578d05754830e7c4a2f01984d184ef27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=region, measure_col=bmi. +Result preview: [{"children": "4", "region": "southeast", "avg_measure": 34.232}, {"children": "2", "region": "southeast", "avg_measure": 33.86742857142857}, {"children": "0", "region": "southeast", "avg_measure": 33.648666666666664}, {"children": "1", "region": "southeast", "avg_measure": 33.34851485148515}, {"children": "3", "region": "southeast", "avg_measure": 32.55694444444444}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bec2eff196f983fb4119786c87f01e3baf6cf4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_1738401e2012e53e +-- problem_id: v2p_m4_cc50281dffdcfb9b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3454f9190a056ebffdab5c0f1474c4d21389b704 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"children\", \"region\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"children\\\", \\\"region\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"region\", \"avg_measure\"], \"rows\": [{\"children\": \"4\", \"region\": \"southeast\", \"avg_measure\": 34.232}, {\"children\": \"2\", \"region\": \"southeast\", \"avg_measure\": 33.86742857142857}, {\"children\": \"0\", \"region\": \"southeast\", \"avg_measure\": 33.648666666666664}, {\"children\": \"1\", \"region\": \"southeast\", \"avg_measure\": 33.34851485148515}, {\"children\": \"3\", \"region\": \"southeast\", \"avg_measure\": 32.55694444444444}, {\"children\": \"4\", \"region\": \"northeast\", \"avg_measure\": 32.42214285714286}, {\"children\": \"2\", \"region\": \"southwest\", \"avg_measure\": 32.166101694915255}, {\"children\": \"5\", \"region\": \"southeast\", \"avg_measure\": 31.368333333333336}, {\"children\": \"3\", \"region\": \"southwest\", \"avg_measure\": 31.32894736842105}, {\"children\": \"3\", \"region\": \"northwest\", \"avg_measure\": 30.37625}, {\"children\": \"0\", \"region\": \"southwest\", \"avg_measure\": 30.373287671232877}, {\"children\": \"1\", \"region\": \"northeast\", \"avg_measure\": 30.17392405063291}, {\"children\": \"4\", \"region\": \"northwest\", \"avg_measure\": 29.877499999999998}, {\"children\": \"1\", \"region\": \"southwest\", \"avg_measure\": 29.85185185185185}, {\"children\": \"4\", \"region\": \"southwest\", \"avg_measure\": 29.6}, {\"children\": \"2\", \"region\": \"northwest\", \"avg_measure\": 29.526567164179102}, {\"children\": \"5\", \"region\": \"northeast\", \"avg_measure\": 29.418333333333333}, {\"children\": \"0\", \"region\": \"northeast\", \"avg_measure\": 29.1252027027027}, {\"children\": \"0\", \"region\": \"northwest\", \"avg_measure\": 28.848097014925372}, {\"children\": \"1\", \"region\": \"northwest\", \"avg_measure\": 28.6292}, {\"children\": \"3\", \"region\": \"northeast\", \"avg_measure\": 28.33375}, {\"children\": \"5\", \"region\": \"southwest\", \"avg_measure\": 28.23}, {\"children\": \"2\", \"region\": \"northeast\", \"avg_measure\": 27.886153846153846}, {\"children\": \"5\", \"region\": \"northwest\", \"avg_measure\": 24.225}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e986ed050511c592ac11ef11d6ce34e979f17f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:29:31.937785+00:00", + "ended_at": "2026-05-04T09:29:44.505434+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_1738401e2012e53e", + "problem_id": "v2p_m4_cc50281dffdcfb9b", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=region, measure_col=bmi.", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "measure_col": "bmi", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_1738401e2012e53e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_1738401e2012e53e", + "api_calls": 0, + "input_tokens": 21657, + "cached_input_tokens": 20864, + "output_tokens": 122, + "total_tokens": 21779, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1567, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1673, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12527.08, + "sql_execution_elapsed_ms_total": 3.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_1738401e2012e53e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..517368014a1b9585ee8f5f5d2ae2df78e087ad37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1738401e2012e53e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:29:44.487624+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12527.08, "started_at": "2026-05-04T09:29:31.939852+00:00", "ended_at": "2026-05-04T09:29:44.467306+00:00", "prompt_metrics": {"chars": 5468, "bytes_utf8": 5468, "lines": 182, "estimated_tokens": 1567}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21657, "cached_input_tokens": 20864, "output_tokens": 122}, "stderr_preview": "2026-05-04T09:29:32.145366Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:34.393682Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d0a4e3f420a6a2166b2b4eefb9edca8745b6c97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-f216-7d03-84bd-51b0de2c8603"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"region\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for a correct numeric average in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":19840,"output_tokens":155}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..daa203df217b421b3d1fcf31595a3a4fb60f25cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"region\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"region\" and measure_col bound to \"age\". Cast \"age\" from TEXT to REAL for a correct numeric average in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d31ad12f2babaf617fde1e97d9db5109bee4e7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:20.138660Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:22.484537Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:32.220396Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9981f31524865e3d245d0e28cb13130910af1ff7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "southwest", "avg_measure": 39.39766081871345}, {"region": "northeast", "avg_measure": 39.243161094224924}, {"region": "northwest", "avg_measure": 39.08132530120482}, {"region": "southeast", "avg_measure": 38.762402088772845}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0141eb6d9a5e38019c18f8d067bbf09e02b692b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_19565a979760e899 +-- problem_id: v2p_m4_ec14dde01b4bde3b +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58e74f0ccc4f6649428e72ac822a80214dda6719 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"region\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"region\", \"avg_measure\"], \"rows\": [{\"region\": \"southwest\", \"avg_measure\": 39.39766081871345}, {\"region\": \"northeast\", \"avg_measure\": 39.243161094224924}, {\"region\": \"northwest\", \"avg_measure\": 39.08132530120482}, {\"region\": \"southeast\", \"avg_measure\": 38.762402088772845}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ec1b74b746554ce853406dd19bf420050fafa525 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:19:19.947699+00:00", + "ended_at": "2026-05-04T09:19:33.762796+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_19565a979760e899", + "problem_id": "v2p_m4_ec14dde01b4bde3b", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_19565a979760e899.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_19565a979760e899", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 21756, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13781.15, + "sql_execution_elapsed_ms_total": 2.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_19565a979760e899\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33b898805688489c2f335f95a521b807eaaf56db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_19565a979760e899/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:33.750389+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13781.15, "started_at": "2026-05-04T09:19:19.950938+00:00", "ended_at": "2026-05-04T09:19:33.732059+00:00", "prompt_metrics": {"chars": 5297, "bytes_utf8": 5297, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21601, "cached_input_tokens": 19840, "output_tokens": 155}, "stderr_preview": "2026-05-04T09:19:20.138660Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:22.484537Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=smoker, group_col_2=region.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..475d0586185fed56c742d7f81c093e921f9158ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df26b-ea65-70c3-870f-9c4d2c381e99"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"smoker\\\",\\n \\\"region\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY \\\"support\\\" ASC, \\\"smoker\\\", \\\"region\\\"\\nLIMIT 12;\",\"notes\":\"Used the planned Pairwise Sparse Slice Count template with group_col=\\\"smoker\\\", group_col_2=\\\"region\\\", and top_k=12 on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21679,"cached_input_tokens":20864,"output_tokens":221}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dff415ea02c51b1a9ff70902b31ac09d57136d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"smoker\",\n \"region\",\n COUNT(*) AS \"support\"\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY \"support\" ASC, \"smoker\", \"region\"\nLIMIT 12;","notes":"Used the planned Pairwise Sparse Slice Count template with group_col=\"smoker\", group_col_2=\"region\", and top_k=12 on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..720203bcf00a6cb9fea071d42a73b73143f84ddd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:57:31.925258Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:57:34.490962Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:57:46.710605Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..985acd662295287773e1290c6cdcf68c51b3e6c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=smoker, group_col_2=region. +Result preview: [{"smoker": "yes", "region": "northwest", "support": 118}, {"smoker": "yes", "region": "southwest", "support": 118}, {"smoker": "yes", "region": "northeast", "support": 136}, {"smoker": "yes", "region": "southeast", "support": 192}, {"smoker": "no", "region": "northeast", "support": 522}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..84bf5c01039a63f41e8fa22eeb5d59f8cd19c84c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_1a052ed6c67d22cc +-- problem_id: v2p_m4_ad14151c649f03c6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "smoker", + "region", + COUNT(*) AS "support" +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY "support" ASC, "smoker", "region" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6d29017bbc8b8ec4d117cc88677779a5d2cc000 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"smoker\",\n \"region\",\n COUNT(*) AS \"support\"\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY \"support\" ASC, \"smoker\", \"region\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"smoker\\\",\\n \\\"region\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY \\\"support\\\" ASC, \\\"smoker\\\", \\\"region\\\"\\nLIMIT 12;\", \"columns\": [\"smoker\", \"region\", \"support\"], \"rows\": [{\"smoker\": \"yes\", \"region\": \"northwest\", \"support\": 118}, {\"smoker\": \"yes\", \"region\": \"southwest\", \"support\": 118}, {\"smoker\": \"yes\", \"region\": \"northeast\", \"support\": 136}, {\"smoker\": \"yes\", \"region\": \"southeast\", \"support\": 192}, {\"smoker\": \"no\", \"region\": \"northeast\", \"support\": 522}, {\"smoker\": \"no\", \"region\": \"northwest\", \"support\": 546}, {\"smoker\": \"no\", \"region\": \"southwest\", \"support\": 566}, {\"smoker\": \"no\", \"region\": \"southeast\", \"support\": 574}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c8dfe55e7e9449641858fe07ba7f260ffc37e28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:57:31.740907+00:00", + "ended_at": "2026-05-04T09:57:47.603495+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_1a052ed6c67d22cc", + "problem_id": "v2p_m4_ad14151c649f03c6", + "dataset_id": "m4", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=smoker, group_col_2=region.", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_1a052ed6c67d22cc.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_1a052ed6c67d22cc", + "api_calls": 0, + "input_tokens": 21679, + "cached_input_tokens": 20864, + "output_tokens": 221, + "total_tokens": 21900, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1591, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1704, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15833.17, + "sql_execution_elapsed_ms_total": 2.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_1a052ed6c67d22cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9a5d903aa314496528ab2dcf0a3f9bc8fac7891 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1a052ed6c67d22cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:57:47.592556+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15833.17, "started_at": "2026-05-04T09:57:31.742601+00:00", "ended_at": "2026-05-04T09:57:47.572000+00:00", "prompt_metrics": {"chars": 5464, "bytes_utf8": 5464, "lines": 180, "estimated_tokens": 1591}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21679, "cached_input_tokens": 20864, "output_tokens": 221}, "stderr_preview": "2026-05-04T09:57:31.925258Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:57:34.490962Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "10602.385", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8497bcdc21979a50d27e59c400e01b1a99d1321 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-23e2-7600-af3a-4317f077de07"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with bindings group_col=sex, group_col_2=smoker, and target_col=charges. Since the schema stores \\\"charges\\\" as TEXT, the bound target value is compared as a string literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21707,"cached_input_tokens":20864,"output_tokens":198}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9d8e739a29a99e0b88f4340c1dd5d1454f6eca8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with bindings group_col=sex, group_col_2=smoker, and target_col=charges. Since the schema stores \"charges\" as TEXT, the bound target value is compared as a string literal."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b738a339b794cd926d140ce095f513fce391f014 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:00.583747Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:02.936808Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:11.641590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aab455fd3d4ecff75306aa088ac3fb24de9203c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=smoker, target_col=charges. +Result preview: [{"sex": "male", "smoker": "no", "target_rate": 0.0037243947858473}, {"sex": "female", "smoker": "no", "target_rate": 0.0}, {"sex": "female", "smoker": "yes", "target_rate": 0.0}, {"sex": "male", "smoker": "yes", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d39375c4b4007c97b68492a8f6a60f23253b43e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_1d1b70770caec967 +-- problem_id: v2p_m4_2c296addd68ae20a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e39fdd2f6ce0143581deb4e7009ae7adc1756fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"sex\", \"smoker\", \"target_rate\"], \"rows\": [{\"sex\": \"male\", \"smoker\": \"no\", \"target_rate\": 0.0037243947858473}, {\"sex\": \"female\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"smoker\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6fd5f4da28bd136b08904886a53d255915fbcf8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:25:00.335900+00:00", + "ended_at": "2026-05-04T09:25:12.455197+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_1d1b70770caec967", + "problem_id": "v2p_m4_2c296addd68ae20a", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "10602.385", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_1d1b70770caec967.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_1d1b70770caec967", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 20864, + "output_tokens": 198, + "total_tokens": 21905, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1750, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12088.9, + "sql_execution_elapsed_ms_total": 3.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_1d1b70770caec967\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30393ad88a927c1c730e55c0c3fe5e820a34a0ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1d1b70770caec967/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:12.443289+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12088.9, "started_at": "2026-05-04T09:25:00.335900+00:00", "ended_at": "2026-05-04T09:25:12.426364+00:00", "prompt_metrics": {"chars": 5598, "bytes_utf8": 5598, "lines": 183, "estimated_tokens": 1617}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21707, "cached_input_tokens": 20864, "output_tokens": 198}, "stderr_preview": "2026-05-04T09:25:00.583747Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:02.936808Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1f730533602efff3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1f730533602efff3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76cb41acb7223512f8e4ff9c47d6974bdff39184 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1f730533602efff3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_1f730533602efff3\n-- problem_id: v2p_m4_6ece87a8b17d0766\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"charges\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m4\"\nGROUP BY \"charges\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_1f730533602efff3\\n-- problem_id: v2p_m4_6ece87a8b17d0766\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"charges\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"charges\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"charges\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1f730533602efff3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1f730533602efff3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bf34c00ed207e7e8fc2109eae8dc7d8ea7f648e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1f730533602efff3/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:57:47.697428+00:00", + "ended_at": "2026-05-04T09:57:47.704289+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_1f730533602efff3", + "problem_id": "v2p_m4_6ece87a8b17d0766", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age, key_col=charges.", + "bindings": { + "key_col": "charges", + "measure_col": "age", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_1f730533602efff3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1f730533602efff3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1f730533602efff3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_1f730533602efff3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c146a2fc3269eae17777a26c73ab7170f6b46088 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5463, "bytes_utf8": 5463, "lines": 180, "estimated_tokens": 1549}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 780, "bytes_utf8": 780, "lines": 1, "estimated_tokens": 230}, "usage": {"input_tokens": 21639, "cached_input_tokens": 20864, "output_tokens": 608}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1e80b32d9f0062d7a5479aa6606db534eb9f8772 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2302bb43429633e3", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 608, + "total_tokens": 22247, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 230, + "estimated_total_tokens": 1779, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19187.3, + "sql_execution_elapsed_ms_total": 10.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_2302bb43429633e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc3108f4a721805483ba0de7f5145d39870068bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:48:19.197350+00:00", + "ended_at": "2026-05-04T09:48:38.384746+00:00", + "elapsed_ms": 19187.3, + "prompt_metrics": { + "chars": 5463, + "bytes_utf8": 5463, + "lines": 180, + "estimated_tokens": 1549 + }, + "stdout_metrics": { + "chars": 1173, + "bytes_utf8": 1173, + "lines": 4, + "estimated_tokens": 376 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13174 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 780, + "bytes_utf8": 780, + "lines": 1, + "estimated_tokens": 230 + }, + "usage": { + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 608 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d3bb1de3cc2a6e2f775be4198b4852fe357a40e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72c03247da3308ada171adb27cd63cfe5626457f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df263-7c19-7170-8521-cc334f93c696"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INT)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank method to approximate the 90th percentile of age within each sex group. Age is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21639,"cached_input_tokens":20864,"output_tokens":608}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e689fbc2c153ced3b7d749194e97aace6952e3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n)\nSELECT\n \"sex\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INT)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank method to approximate the 90th percentile of age within each sex group. Age is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..746d2845845f6544a92ce516fab13958969e293b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:48:19.407726Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:48:21.805021Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:48:37.404027Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e56b01ae345308101465c0c5ca1545ca2827996b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "female", "percentile_measure": 59.0}, {"sex": "male", "percentile_measure": 58.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf2f3392a61762610909eb5d6c40d2ca61b0b22a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_2302bb43429633e3 +-- problem_id: v2p_m4_4867d0e933794c59 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "sex" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sex" + ) AS "cnt" + FROM "m4" + WHERE "sex" IS NOT NULL + AND "age" IS NOT NULL +) +SELECT + "sex", + "age_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INT) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d759bcea28c46387f8c01ec4e35f6c28f40e01ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n)\nSELECT\n \"sex\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INT)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INT)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sex\", \"percentile_measure\"], \"rows\": [{\"sex\": \"female\", \"percentile_measure\": 59.0}, {\"sex\": \"male\", \"percentile_measure\": 58.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a20e16a2715458e34f56c60c5c952d6299ab3cca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:48:19.195068+00:00", + "ended_at": "2026-05-04T09:48:38.424914+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_2302bb43429633e3", + "problem_id": "v2p_m4_4867d0e933794c59", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_2302bb43429633e3.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2302bb43429633e3", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 608, + "total_tokens": 22247, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 230, + "estimated_total_tokens": 1779, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19187.3, + "sql_execution_elapsed_ms_total": 10.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_2302bb43429633e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4cd03d2772c868c9176317efbcde7d5eb27ecd5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2302bb43429633e3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:48:38.405285+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19187.3, "started_at": "2026-05-04T09:48:19.197350+00:00", "ended_at": "2026-05-04T09:48:38.384746+00:00", "prompt_metrics": {"chars": 5463, "bytes_utf8": 5463, "lines": 180, "estimated_tokens": 1549}, "response_metrics": {"chars": 780, "bytes_utf8": 780, "lines": 1, "estimated_tokens": 230}, "usage": {"input_tokens": 21639, "cached_input_tokens": 20864, "output_tokens": 608}, "stderr_preview": "2026-05-04T09:48:19.407726Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:48:21.805021Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=sex, group_col_2=region.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0ee2d20865ad6e6d4e08213592f102f3780cee2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df26b-0f03-7111-a0d8-4f806d01b08c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"sex\\\",\\n \\\"region\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY support ASC, \\\"sex\\\", \\\"region\\\"\\nLIMIT 14;\",\"notes\":\"Used the requested Pairwise Sparse Slice Count template with group_col=sex and group_col_2=region on the single table m4.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21678,"cached_input_tokens":20864,"output_tokens":132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69b23654363a397cc2b9843ebe00aa62229a9536 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"sex\",\n \"region\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY support ASC, \"sex\", \"region\"\nLIMIT 14;","notes":"Used the requested Pairwise Sparse Slice Count template with group_col=sex and group_col_2=region on the single table m4."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..801f54572c6410987574084e5b61646612934471 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:56:35.758676Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:56:38.059939Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:56:45.950299Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7b5c6f2595940ba374d9ce2b02b93958021ea11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=sex, group_col_2=region. +Result preview: [{"sex": "female", "region": "northeast", "support": 324}, {"sex": "male", "region": "northwest", "support": 326}, {"sex": "male", "region": "northeast", "support": 334}, {"sex": "female", "region": "northwest", "support": 338}, {"sex": "female", "region": "southwest", "support": 340}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..29e22908f7a8c8aca8ef80b9912adae9aa4c7e5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_2480659b3212d865 +-- problem_id: v2p_m4_bd9328833e65cf02 +-- realization_mode: agent +-- source_kind: agent +SELECT + "sex", + "region", + COUNT(*) AS support +FROM "m4" +GROUP BY "sex", "region" +ORDER BY support ASC, "sex", "region" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a6c7d219a94c0da571deb2b1d74579f46b239fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"sex\",\n \"region\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY support ASC, \"sex\", \"region\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"sex\\\",\\n \\\"region\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY support ASC, \\\"sex\\\", \\\"region\\\"\\nLIMIT 14;\", \"columns\": [\"sex\", \"region\", \"support\"], \"rows\": [{\"sex\": \"female\", \"region\": \"northeast\", \"support\": 324}, {\"sex\": \"male\", \"region\": \"northwest\", \"support\": 326}, {\"sex\": \"male\", \"region\": \"northeast\", \"support\": 334}, {\"sex\": \"female\", \"region\": \"northwest\", \"support\": 338}, {\"sex\": \"female\", \"region\": \"southwest\", \"support\": 340}, {\"sex\": \"male\", \"region\": \"southwest\", \"support\": 344}, {\"sex\": \"female\", \"region\": \"southeast\", \"support\": 364}, {\"sex\": \"male\", \"region\": \"southeast\", \"support\": 402}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5bb3f1f15767f258db269784ecb7c6fb085953c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:56:35.579817+00:00", + "ended_at": "2026-05-04T09:56:46.781361+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_2480659b3212d865", + "problem_id": "v2p_m4_bd9328833e65cf02", + "dataset_id": "m4", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=sex, group_col_2=region.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_2480659b3212d865.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2480659b3212d865", + "api_calls": 0, + "input_tokens": 21678, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 21810, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1590, + "estimated_output_tokens": 97, + "estimated_total_tokens": 1687, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11171.18, + "sql_execution_elapsed_ms_total": 2.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_2480659b3212d865\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dda81dca419f8700d95a66d65d41871917a54910 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2480659b3212d865/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:56:46.771020+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11171.18, "started_at": "2026-05-04T09:56:35.581733+00:00", "ended_at": "2026-05-04T09:56:46.752196+00:00", "prompt_metrics": {"chars": 5456, "bytes_utf8": 5456, "lines": 180, "estimated_tokens": 1590}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 21678, "cached_input_tokens": 20864, "output_tokens": 132}, "stderr_preview": "2026-05-04T09:56:35.758676Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:56:38.059939Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0da3da5406d6bf119cfd00fd54d05054d2710b2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-e55e-7fc0-9da5-311d2b6ce929"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with group_col=\\\"children\\\" and measure_col=\\\"children\\\". CAST to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":20864,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e42965fedcede5fa288caf576a59dd994a38aa5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;","notes":"Used the required Grouped Numeric Mean template with group_col=\"children\" and measure_col=\"children\". CAST to REAL because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbcdbcaea188e09a119b5a27a97cd8dd3a865a6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:22.413069Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:24.785011Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:33.873529Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bcc86a0c1f38ac4faf6da762955a159a8436fb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "5", "avg_measure": 5.0}, {"children": "4", "avg_measure": 4.0}, {"children": "3", "avg_measure": 3.0}, {"children": "2", "avg_measure": 2.0}, {"children": "1", "avg_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f67880e34d2b6ba25ff2392c5d6f991ecb1d628c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_265ee63b932a2383 +-- problem_id: v2p_m4_d363e331b8c1466d +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34c9a4f3ed0d8dca9c46279c33a56b12b3b5f97e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"avg_measure\"], \"rows\": [{\"children\": \"5\", \"avg_measure\": 5.0}, {\"children\": \"4\", \"avg_measure\": 4.0}, {\"children\": \"3\", \"avg_measure\": 3.0}, {\"children\": \"2\", \"avg_measure\": 2.0}, {\"children\": \"1\", \"avg_measure\": 1.0}, {\"children\": \"0\", \"avg_measure\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..325bb559c9fb4e6be27c3034c0eb53883e777c13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:20:22.234544+00:00", + "ended_at": "2026-05-04T09:20:34.689468+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_265ee63b932a2383", + "problem_id": "v2p_m4_d363e331b8c1466d", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_265ee63b932a2383.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_265ee63b932a2383", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 20864, + "output_tokens": 158, + "total_tokens": 21759, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12404.94, + "sql_execution_elapsed_ms_total": 2.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_265ee63b932a2383\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aeec37d14e6f3d629a2488e06449805f13927071 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_265ee63b932a2383/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:34.673666+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12404.94, "started_at": "2026-05-04T09:20:22.238148+00:00", "ended_at": "2026-05-04T09:20:34.642904+00:00", "prompt_metrics": {"chars": 5313, "bytes_utf8": 5313, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21601, "cached_input_tokens": 20864, "output_tokens": 158}, "stderr_preview": "2026-05-04T09:20:22.413069Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:24.785011Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=region.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "smoker", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0429164ec2d1ae0affa6143be57704c0e2f2616f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-476f-74e0-889a-223e1ad5eb11"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applies the Grouped Condition Rate template with group_col=\\\"smoker\\\" and condition_col=\\\"region\\\", measuring the within-group proportion of rows where region is 'southeast'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21670,"cached_input_tokens":19840,"output_tokens":200}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24769aaa1d67b305dbf6374bd0b918147cd6c247 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY \"condition_rate\" DESC;","notes":"Applies the Grouped Condition Rate template with group_col=\"smoker\" and condition_col=\"region\", measuring the within-group proportion of rows where region is 'southeast'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..888da1c7b7caa7ed22af37500c7b8a3148197f59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:48.409567Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:50.887953Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:59.298098Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e2409574e49d87238c90139f6bb255b77a395de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=region. +Result preview: [{"smoker": "yes", "condition_rate": 0.3404255319148936}, {"smoker": "no", "condition_rate": 0.259963768115942}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8319d5949c399b65260cb196ca065fa0aeb7b33a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_27cb07380393c652 +-- problem_id: v2p_m4_28629f91f3d512a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "region" = 'southeast' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m4" +GROUP BY "smoker" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41561b0ad9bf0549ec15d6fc2e86d10dd3af6df6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"smoker\", \"condition_rate\"], \"rows\": [{\"smoker\": \"yes\", \"condition_rate\": 0.3404255319148936}, {\"smoker\": \"no\", \"condition_rate\": 0.259963768115942}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c2e57f5166f10279531fb0be0b79dd4c2d0ac81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:32:48.193596+00:00", + "ended_at": "2026-05-04T09:33:00.181741+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_27cb07380393c652", + "problem_id": "v2p_m4_28629f91f3d512a0", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=region.", + "bindings": { + "group_col": "smoker", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_27cb07380393c652.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_27cb07380393c652", + "api_calls": 0, + "input_tokens": 21670, + "cached_input_tokens": 19840, + "output_tokens": 200, + "total_tokens": 21870, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1580, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1690, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11954.4, + "sql_execution_elapsed_ms_total": 1.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_27cb07380393c652\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c2a378ea469d11e30c95b5920b7cc9a3aa3ac2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_27cb07380393c652/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:00.170552+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11954.4, "started_at": "2026-05-04T09:32:48.196363+00:00", "ended_at": "2026-05-04T09:33:00.151760+00:00", "prompt_metrics": {"chars": 5570, "bytes_utf8": 5570, "lines": 183, "estimated_tokens": 1580}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21670, "cached_input_tokens": 19840, "output_tokens": 200}, "stderr_preview": "2026-05-04T09:32:48.409567Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:50.887953Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a02e2df33a736c62e438ba2a2cc2aebaddaf35a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-09cb-7010-8658-bd8623fa1dd6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"children\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"children\\\" AS REAL);\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"children\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" and the sort key \\\"children\\\" to numeric because the schema stores all columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21643,"cached_input_tokens":19840,"output_tokens":240}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bbd5c2bd12dbfbfb2a77be4fc58573834817845 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"children\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"children\" AS REAL);","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"children\" and measure_col=\"bmi\". Cast \"bmi\" and the sort key \"children\" to numeric because the schema stores all columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bb9d4502ff295aae06e7cb4aa1353c2147309cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:37.283060Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:39.659983Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:49.715488Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4820428ea20509f07ce4c55fccb8035fa92ea41f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "0", "avg_measure": 30.628507588532887, "support": 1186}, {"children": "1", "avg_measure": 30.705744047619046, "support": 672}, {"children": "2", "avg_measure": 31.035806451612903, "support": 496}, {"children": "3", "avg_measure": 30.580000000000002, "support": 324}, {"children": "4", "avg_measure": 31.314615384615383, "support": 52}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b7ac23f3fb8bc6827b3d5bad917b762fd49eb90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_289f63438562b5ed +-- problem_id: v2p_m4_dd41b2c0cfa7ec9c +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("bmi" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "children" +HAVING COUNT(*) > 5 +ORDER BY CAST("children" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a0af79db25d56ba4680b3c38da32ffb1e3011b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"children\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"children\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"children\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"children\\\" AS REAL);\", \"columns\": [\"children\", \"avg_measure\", \"support\"], \"rows\": [{\"children\": \"0\", \"avg_measure\": 30.628507588532887, \"support\": 1186}, {\"children\": \"1\", \"avg_measure\": 30.705744047619046, \"support\": 672}, {\"children\": \"2\", \"avg_measure\": 31.035806451612903, \"support\": 496}, {\"children\": \"3\", \"avg_measure\": 30.580000000000002, \"support\": 324}, {\"children\": \"4\", \"avg_measure\": 31.314615384615383, \"support\": 52}, {\"children\": \"5\", \"avg_measure\": 28.915000000000003, \"support\": 42}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..41463dc03647f2beff537ae22db6d5090f157b40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:21:37.095530+00:00", + "ended_at": "2026-05-04T09:21:50.406717+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_289f63438562b5ed", + "problem_id": "v2p_m4_dd41b2c0cfa7ec9c", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_289f63438562b5ed.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_289f63438562b5ed", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 19840, + "output_tokens": 240, + "total_tokens": 21883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13275.8, + "sql_execution_elapsed_ms_total": 2.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_289f63438562b5ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94c589999fd6b29f7b4da8b150d6a4b6e76bc0a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:50.393908+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13275.8, "started_at": "2026-05-04T09:21:37.097123+00:00", "ended_at": "2026-05-04T09:21:50.373453+00:00", "prompt_metrics": {"chars": 5443, "bytes_utf8": 5443, "lines": 180, "estimated_tokens": 1555}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 21643, "cached_input_tokens": 19840, "output_tokens": 240}, "stderr_preview": "2026-05-04T09:21:37.283060Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:39.659983Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"children\\\" AS REAL);\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"children\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" and the sort key \\\"children\\\" to numeric because the schema stores all columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4b155e2c0e2a67f19415ee011e61382783becff6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_289f63438562b5ed/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_289f63438562b5ed", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 19840, + "output_tokens": 240, + "total_tokens": 21883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 119, + "estimated_total_tokens": 1674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13275.8, + "sql_execution_elapsed_ms_total": 2.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_289f63438562b5ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55c4b9fadf81361a3bc942f8fcf196c01b33a896 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5542, "bytes_utf8": 5542, "lines": 183, "estimated_tokens": 1572}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21662, "cached_input_tokens": 19840, "output_tokens": 153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0d9b29ee8f9d5d4d78438e832cc2982e4efb710 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2a18e197510226c8", + "api_calls": 0, + "input_tokens": 21662, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 21815, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1572, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1685, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12096.16, + "sql_execution_elapsed_ms_total": 2.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_2a18e197510226c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dad94675aded7ce9ef2e6aed96cfa01e9f795be9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:32:10.797973+00:00", + "ended_at": "2026-05-04T09:32:22.893154+00:00", + "elapsed_ms": 12096.16, + "prompt_metrics": { + "chars": 5542, + "bytes_utf8": 5542, + "lines": 183, + "estimated_tokens": 1572 + }, + "stdout_metrics": { + "chars": 780, + "bytes_utf8": 780, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 447, + "bytes_utf8": 447, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 21662, + "cached_input_tokens": 19840, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a35e8161e9c5594f5c2d00b1ba257df928c345b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sex", + "condition_col": "children", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a11dfa9befb44aea2810f274efcc80b6fce22183 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-b544-7c42-8096-164453e6a510"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"sex\\\" and condition_col=\\\"children\\\", using condition_value='1'. Since the schema stores values as TEXT, the comparison uses the string literal '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21662,"cached_input_tokens":19840,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3701252e14fc4fb994bb04a0e6ce1e5d7435af19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"sex\" and condition_col=\"children\", using condition_value='1'. Since the schema stores values as TEXT, the comparison uses the string literal '1'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ec54dc720a507afcf315907ec2244caca41cc52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:11.013939Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:13.321233Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:22.134995Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..482e50805e3eeebccfd084b05b8853dbe9806fd4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=children. +Result preview: [{"sex": "male", "condition_rate": 0.2460881934566145}, {"sex": "female", "condition_rate": 0.23865300146412885}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b3337de1eb15c0155ba1983e8626eda227a11b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_2a18e197510226c8 +-- problem_id: v2p_m4_ac1f37f2bc90dcfd +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m4" +GROUP BY "sex" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66536c63646abd37d6688be608279f07bcbcefd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"sex\", \"condition_rate\"], \"rows\": [{\"sex\": \"male\", \"condition_rate\": 0.2460881934566145}, {\"sex\": \"female\", \"condition_rate\": 0.23865300146412885}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4357073e42cf0447135b3798e91d0d76ebcc0d5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:32:10.795788+00:00", + "ended_at": "2026-05-04T09:32:22.928527+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_2a18e197510226c8", + "problem_id": "v2p_m4_ac1f37f2bc90dcfd", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=children.", + "bindings": { + "group_col": "sex", + "condition_col": "children", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_2a18e197510226c8.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2a18e197510226c8", + "api_calls": 0, + "input_tokens": 21662, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 21815, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1572, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1685, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12096.16, + "sql_execution_elapsed_ms_total": 2.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_2a18e197510226c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..373c3b18f72546769e5d2e62ff35189f0019dde9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2a18e197510226c8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:22.915979+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12096.16, "started_at": "2026-05-04T09:32:10.797973+00:00", "ended_at": "2026-05-04T09:32:22.893154+00:00", "prompt_metrics": {"chars": 5542, "bytes_utf8": 5542, "lines": 183, "estimated_tokens": 1572}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21662, "cached_input_tokens": 19840, "output_tokens": 153}, "stderr_preview": "2026-05-04T09:32:11.013939Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:13.321233Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25613ee0321647ef87f4117a748e3f3bb7f4686d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df268-3885-7a61-ad5a-6a66e96be98c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY CAST(\\\"age\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"age_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank method to approximate the 90th percentile of age within each smoker group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21641,"cached_input_tokens":20864,"output_tokens":329}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f62688cb6212b7cbf4ceb7f55b84a1e9f92b2c05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY CAST(\"age\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"m4\"\n),\n\"picked\" AS (\n SELECT\n \"smoker\",\n \"age_value\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"smoker\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank method to approximate the 90th percentile of age within each smoker group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa360cb87d6b37ca27df64c4253b1ba57205519b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:53:29.781709Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:53:32.125665Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:53:46.488404Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..75f8115a2b042553bdaafd79df5b89782da0148e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "yes", "percentile_measure": 59.0}, {"smoker": "no", "percentile_measure": 58.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9af1448f505c925463151965c29f1f93ea633c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_2b4e4f6b570ea3c9 +-- problem_id: v2p_m4_2f0fa191c61269da +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY CAST("age" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "m4" +), +"picked" AS ( + SELECT + "smoker", + "age_value", + "rn", + "cnt", + CAST((0.9 * "cnt") + 0.999999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "smoker", + "age_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb95b6faeea16672960a70c17c8066deac703b91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY CAST(\"age\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"m4\"\n),\n\"picked\" AS (\n SELECT\n \"smoker\",\n \"age_value\",\n \"rn\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"smoker\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY CAST(\\\"age\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"age_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"smoker\", \"percentile_measure\"], \"rows\": [{\"smoker\": \"yes\", \"percentile_measure\": 59.0}, {\"smoker\": \"no\", \"percentile_measure\": 58.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..991d4d8dbf80b0064b88cd2f45a8d45151f98f9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:53:29.574085+00:00", + "ended_at": "2026-05-04T09:53:47.549983+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_2b4e4f6b570ea3c9", + "problem_id": "v2p_m4_2f0fa191c61269da", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_2b4e4f6b570ea3c9.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2b4e4f6b570ea3c9", + "api_calls": 0, + "input_tokens": 21641, + "cached_input_tokens": 20864, + "output_tokens": 329, + "total_tokens": 21970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1551, + "estimated_output_tokens": 247, + "estimated_total_tokens": 1798, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17932.92, + "sql_execution_elapsed_ms_total": 12.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_2b4e4f6b570ea3c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b7504d549eb720e5ba397562174c4487a149299 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2b4e4f6b570ea3c9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:53:47.528816+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17932.92, "started_at": "2026-05-04T09:53:29.575932+00:00", "ended_at": "2026-05-04T09:53:47.507656+00:00", "prompt_metrics": {"chars": 5469, "bytes_utf8": 5469, "lines": 180, "estimated_tokens": 1551}, "response_metrics": {"chars": 807, "bytes_utf8": 807, "lines": 1, "estimated_tokens": 247}, "usage": {"input_tokens": 21641, "cached_input_tokens": 20864, "output_tokens": 329}, "stderr_preview": "2026-05-04T09:53:29.781709Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:53:32.125665Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=age.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "age", + "band_col": "age", + "band_cut_1": 30.0, + "band_cut_2": 47.0, + "lower_bound": 30.0, + "upper_bound": 47.0, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd569492a5269432b9d0607936de96777ca29809 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25e-dde1-72d2-beec-cc10322e53bc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"age\\\" AS REAL) < 30.0 THEN 'low'\\n WHEN CAST(\\\"age\\\" AS REAL) < 47.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the required binned numeric group average template with both band_col and measure_col bound to \\\"age\\\". Casts were added because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21739,"cached_input_tokens":20864,"output_tokens":198}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2aec61b0a32813bb6d2dec1b9cadfc52fdff2b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"age\" AS REAL) < 30.0 THEN 'low'\n WHEN CAST(\"age\" AS REAL) < 47.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"age\" AS REAL)) AS \"avg_measure\"\nFROM \"m4\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the required binned numeric group average template with both band_col and measure_col bound to \"age\". Casts were added because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7a8ad35b082fce588ee46ed4ea49ef9ca14b45c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:43:16.761285Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:43:21.174743Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:43:30.166661Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..60624bcfca26a58287c3ab854da20e2d78b7a3a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=age. +Result preview: [{"band_bucket": "high", "avg_measure": 55.022633744855966}, {"band_bucket": "mid", "avg_measure": 38.134199134199136}, {"band_bucket": "low", "avg_measure": 22.48173515981735}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9adc296abbb85bb4d8e6541b0b7a5bba0fe1bad1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_2bf766a9dd80d5e0 +-- problem_id: v2p_m4_ad4bbb19ef685f21 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("age" AS REAL) < 30.0 THEN 'low' + WHEN CAST("age" AS REAL) < 47.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("age" AS REAL)) AS "avg_measure" +FROM "m4" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41089ec6deab9547c4c865a55c8a18c5599ce1ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"age\" AS REAL) < 30.0 THEN 'low'\n WHEN CAST(\"age\" AS REAL) < 47.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"age\" AS REAL)) AS \"avg_measure\"\nFROM \"m4\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"age\\\" AS REAL) < 30.0 THEN 'low'\\n WHEN CAST(\\\"age\\\" AS REAL) < 47.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 55.022633744855966}, {\"band_bucket\": \"mid\", \"avg_measure\": 38.134199134199136}, {\"band_bucket\": \"low\", \"avg_measure\": 22.48173515981735}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e57ab05a193c67d943ad3841bf815aab1ac48857 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:43:16.576705+00:00", + "ended_at": "2026-05-04T09:43:31.092519+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_2bf766a9dd80d5e0", + "problem_id": "v2p_m4_ad4bbb19ef685f21", + "dataset_id": "m4", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=age.", + "bindings": { + "measure_col": "age", + "band_col": "age", + "band_cut_1": 30.0, + "band_cut_2": 47.0, + "lower_bound": 30.0, + "upper_bound": 47.0, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_2bf766a9dd80d5e0.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2bf766a9dd80d5e0", + "api_calls": 0, + "input_tokens": 21739, + "cached_input_tokens": 20864, + "output_tokens": 198, + "total_tokens": 21937, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1649, + "estimated_output_tokens": 150, + "estimated_total_tokens": 1799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14484.79, + "sql_execution_elapsed_ms_total": 2.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_2bf766a9dd80d5e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae68d73827dbfb689f5a300c550dda76e326d1a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2bf766a9dd80d5e0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:43:31.081430+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14484.79, "started_at": "2026-05-04T09:43:16.578966+00:00", "ended_at": "2026-05-04T09:43:31.063808+00:00", "prompt_metrics": {"chars": 5734, "bytes_utf8": 5734, "lines": 184, "estimated_tokens": 1649}, "response_metrics": {"chars": 569, "bytes_utf8": 569, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 21739, "cached_input_tokens": 20864, "output_tokens": 198}, "stderr_preview": "2026-05-04T09:43:16.761285Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:43:21.174743Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=age.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "age", + "band_col": "age", + "band_cut_1": 30.0, + "band_cut_2": 47.0, + "lower_bound": 30.0, + "upper_bound": 47.0, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f954c3b0fcda8fab8a31d36c6175a34cb6bc202 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25d-0db8-72e1-b122-6564af2732cf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"age\\\" AS REAL) < 30.0 THEN 'low'\\n WHEN CAST(\\\"age\\\" AS REAL) < 47.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned Binned Numeric Group Average template with both band_col and measure_col bound to \\\"age\\\". Casts to REAL are used because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21740,"cached_input_tokens":20864,"output_tokens":193}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ac268e93f579804968b194f91e2e9695bd0dc3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"age\" AS REAL) < 30.0 THEN 'low'\n WHEN CAST(\"age\" AS REAL) < 47.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Applied the planned Binned Numeric Group Average template with both band_col and measure_col bound to \"age\". Casts to REAL are used because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc8a181729d1176fe9e6a5166d31530b20b9f570 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T09:41:17.946782Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:41:20.367056Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:41:28.811617Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...
diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff3cd39fe2a5252e567d7bd4ce497c28fdedd3dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=age. +Result preview: [{"band_bucket": "high", "avg_measure": 55.022633744855966}, {"band_bucket": "mid", "avg_measure": 38.134199134199136}, {"band_bucket": "low", "avg_measure": 22.48173515981735}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c96bf8aef6afcbe2b6b0a6fffc7b36ced3f447d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_2e3ec645f5387cfa +-- problem_id: v2p_m4_5c3af3f67106ec7a +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("age" AS REAL) < 30.0 THEN 'low' + WHEN CAST("age" AS REAL) < 47.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..897755a16e22f7a6f76ebccde9af963b24591790 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"age\" AS REAL) < 30.0 THEN 'low'\n WHEN CAST(\"age\" AS REAL) < 47.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"age\\\" AS REAL) < 30.0 THEN 'low'\\n WHEN CAST(\\\"age\\\" AS REAL) < 47.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 55.022633744855966}, {\"band_bucket\": \"mid\", \"avg_measure\": 38.134199134199136}, {\"band_bucket\": \"low\", \"avg_measure\": 22.48173515981735}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d66e70d33e1334b627020e914f239cfdbc5a743 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:41:17.716377+00:00", + "ended_at": "2026-05-04T09:41:29.648838+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_2e3ec645f5387cfa", + "problem_id": "v2p_m4_5c3af3f67106ec7a", + "dataset_id": "m4", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=age.", + "bindings": { + "measure_col": "age", + "band_col": "age", + "band_cut_1": 30.0, + "band_cut_2": 47.0, + "lower_bound": 30.0, + "upper_bound": 47.0, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_2e3ec645f5387cfa.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2e3ec645f5387cfa", + "api_calls": 0, + "input_tokens": 21740, + "cached_input_tokens": 20864, + "output_tokens": 193, + "total_tokens": 21933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1650, + "estimated_output_tokens": 144, + "estimated_total_tokens": 1794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11894.73, + "sql_execution_elapsed_ms_total": 3.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_2e3ec645f5387cfa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16449d5db9591e6008eb1fe8d41c3e1c5c18d60e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2e3ec645f5387cfa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:41:29.636272+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11894.73, "started_at": "2026-05-04T09:41:17.718738+00:00", "ended_at": "2026-05-04T09:41:29.613415+00:00", "prompt_metrics": {"chars": 5734, "bytes_utf8": 5734, "lines": 184, "estimated_tokens": 1650}, "response_metrics": {"chars": 553, "bytes_utf8": 553, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 21740, "cached_input_tokens": 20864, "output_tokens": 193}, "stderr_preview": "2026-05-04T09:41:17.946782Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:41:20.367056Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=bmi.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "bmi", + "band_col": "bmi", + "band_cut_1": 27.72, + "band_cut_2": 33.11, + "lower_bound": 27.72, + "upper_bound": 33.11, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f3f641e14bce5fd4b932e71b83ed8a83562aa8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25e-0c7f-79a3-8edb-b99101eb95a2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"bmi\\\" AS REAL) < 27.72 THEN 'low'\\n WHEN CAST(\\\"bmi\\\" AS REAL) < 33.11 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Binned Numeric Group Average template with both band_col and measure_col bound to \\\"bmi\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21741,"cached_input_tokens":20864,"output_tokens":235}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8afceb25ccb6aa13e564e74b2352c3db7c36379 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"bmi\" AS REAL) < 27.72 THEN 'low'\n WHEN CAST(\"bmi\" AS REAL) < 33.11 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the required Binned Numeric Group Average template with both band_col and measure_col bound to \"bmi\". CAST to REAL was added because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90b5e8cd035944470e7b33e6f2bada1c29427b17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:42:23.169062Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:42:25.960883Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:42:35.227641Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e54606c9785c2bbb02e3e2b4e7b73f94d6aa6bcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=bmi. +Result preview: [{"band_bucket": "high", "avg_measure": 37.42908227848101}, {"band_bucket": "mid", "avg_measure": 30.342914847161573}, {"band_bucket": "low", "avg_measure": 24.03883259911894}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5ab7d4627b00ee26f48ef648f73d3628d1fbae7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_2ee55e253ed15a6a +-- problem_id: v2p_m4_751344bcd384cc9c +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("bmi" AS REAL) < 27.72 THEN 'low' + WHEN CAST("bmi" AS REAL) < 33.11 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..810c7dc807c355f117a692f03728ee1755a00bcd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"bmi\" AS REAL) < 27.72 THEN 'low'\n WHEN CAST(\"bmi\" AS REAL) < 33.11 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"bmi\\\" AS REAL) < 27.72 THEN 'low'\\n WHEN CAST(\\\"bmi\\\" AS REAL) < 33.11 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 37.42908227848101}, {\"band_bucket\": \"mid\", \"avg_measure\": 30.342914847161573}, {\"band_bucket\": \"low\", \"avg_measure\": 24.03883259911894}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5755bbe989527eabff901bf94fa1960851fde4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:42:22.965160+00:00", + "ended_at": "2026-05-04T09:42:36.074386+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_2ee55e253ed15a6a", + "problem_id": "v2p_m4_751344bcd384cc9c", + "dataset_id": "m4", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=bmi.", + "bindings": { + "measure_col": "bmi", + "band_col": "bmi", + "band_cut_1": 27.72, + "band_cut_2": 33.11, + "lower_bound": 27.72, + "upper_bound": 33.11, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_2ee55e253ed15a6a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2ee55e253ed15a6a", + "api_calls": 0, + "input_tokens": 21741, + "cached_input_tokens": 20864, + "output_tokens": 235, + "total_tokens": 21976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1651, + "estimated_output_tokens": 146, + "estimated_total_tokens": 1797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13071.57, + "sql_execution_elapsed_ms_total": 3.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_2ee55e253ed15a6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..342e84aff2309da875bb999f5fa3251af9ab012a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2ee55e253ed15a6a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:42:36.060543+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13071.57, "started_at": "2026-05-04T09:42:22.967465+00:00", "ended_at": "2026-05-04T09:42:36.039115+00:00", "prompt_metrics": {"chars": 5739, "bytes_utf8": 5739, "lines": 184, "estimated_tokens": 1651}, "response_metrics": {"chars": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 21741, "cached_input_tokens": 20864, "output_tokens": 235}, "stderr_preview": "2026-05-04T09:42:23.169062Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:42:25.960883Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..15e98a668bad827748f9ab403baee38b071a3a3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-c87a-75b3-97b4-b1c0b73b6d5e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"smoker\\\" and measure_col bound to \\\"children\\\". Cast \\\"children\\\" from TEXT to REAL for a numeric average in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21603,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1897041564ea42ad6da52a78f1b6b46fee91085 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"smoker\" and measure_col bound to \"children\". Cast \"children\" from TEXT to REAL for a numeric average in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5ebb351c55fe1a6067d3b7b17377577391a1e24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:09.500979Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:11.838374Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:19.103529Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..133bfb3b4b8c4694380a0e6429920fc0e129eaad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "yes", "avg_measure": 1.1170212765957446}, {"smoker": "no", "avg_measure": 1.0978260869565217}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d66195fd652902d27e44b388f52e5221c6cd1df7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_2f1ddaef1eaff48c +-- problem_id: v2p_m4_6f8dbb3d7baaa6f8 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d72cc10f5b54c2565c5e11e152b0836fb2546a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"avg_measure\"], \"rows\": [{\"smoker\": \"yes\", \"avg_measure\": 1.1170212765957446}, {\"smoker\": \"no\", \"avg_measure\": 1.0978260869565217}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aae76125260d82006483b00f8012d7323c1301c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:19:09.300253+00:00", + "ended_at": "2026-05-04T09:19:19.942693+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_2f1ddaef1eaff48c", + "problem_id": "v2p_m4_6f8dbb3d7baaa6f8", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_2f1ddaef1eaff48c.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2f1ddaef1eaff48c", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 21715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1609, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10595.93, + "sql_execution_elapsed_ms_total": 3.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_2f1ddaef1eaff48c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec774d53c3b447eaab2126ece10149d35430e6c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f1ddaef1eaff48c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:19.930041+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10595.93, "started_at": "2026-05-04T09:19:09.302458+00:00", "ended_at": "2026-05-04T09:19:19.898341+00:00", "prompt_metrics": {"chars": 5308, "bytes_utf8": 5308, "lines": 180, "estimated_tokens": 1513}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21603, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T09:19:09.500979Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:11.838374Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=smoker.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "smoker", + "predicate_col": "sex", + "predicate_op": "=", + "predicate_value": "male", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2a784a3c083ccdf8e2842a9d34bcd89ddf0873a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df262-9b38-72c0-aa88-8d01535a18a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"sex\\\" = 'male'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"smoker\\\" and filter \\\"sex\\\" = 'male' on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21650,"cached_input_tokens":20864,"output_tokens":167}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4cb1a2e1307d2f2e79f89e9c5844d035f3458e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"sex\" = 'male'\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 17;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"smoker\" and filter \"sex\" = 'male' on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47728409fba5b55a22de7f02428a83afa952c74a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:47:21.867929Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:47:24.304069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:47:32.821023Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d900402e3fc02db945e793baf54e81c7bd65e62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=smoker. +Result preview: [{"smoker": "no", "support": 1074}, {"smoker": "yes", "support": 332}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d84242366bce2c2bee89ec37e044f7adc9a0837d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_2f218d0e32bb100e +-- problem_id: v2p_m4_e98a9bc3828fd9ae +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE "sex" = 'male' +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7eb3750caec4505b0948db99d196cafd0148378d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"sex\" = 'male'\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"sex\\\" = 'male'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"smoker\", \"support\"], \"rows\": [{\"smoker\": \"no\", \"support\": 1074}, {\"smoker\": \"yes\", \"support\": 332}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..efaddceeaab09b0190405e0b8deaf1ec8126ccae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:47:21.595766+00:00", + "ended_at": "2026-05-04T09:47:33.613593+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_2f218d0e32bb100e", + "problem_id": "v2p_m4_e98a9bc3828fd9ae", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=smoker.", + "bindings": { + "group_col": "smoker", + "predicate_col": "sex", + "predicate_op": "=", + "predicate_value": "male", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_2f218d0e32bb100e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_2f218d0e32bb100e", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 20864, + "output_tokens": 167, + "total_tokens": 21817, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11986.59, + "sql_execution_elapsed_ms_total": 1.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_2f218d0e32bb100e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d873c55b8004f2e55a9ca972a14d176d067761d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_2f218d0e32bb100e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:47:33.604790+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11986.59, "started_at": "2026-05-04T09:47:21.599625+00:00", "ended_at": "2026-05-04T09:47:33.584515+00:00", "prompt_metrics": {"chars": 5484, "bytes_utf8": 5484, "lines": 182, "estimated_tokens": 1562}, "response_metrics": {"chars": 347, "bytes_utf8": 347, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21650, "cached_input_tokens": 20864, "output_tokens": 167}, "stderr_preview": "2026-05-04T09:47:21.867929Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:47:24.304069Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "bmi", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..483c0f201182c11f12822c85837ade9e3d1438d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df269-f5b4-7b83-9a16-672afb6dbe70"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"bmi\\\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\",\"notes\":\"Applied the Threshold Rarity CDF template with measure_col bound to \\\"bmi\\\" and measure_threshold fixed at 34.77. CAST to REAL is used because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21591,"cached_input_tokens":20864,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8a2df69599921cb1c0644ba8d220acdee7ea1c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"bmi\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";","notes":"Applied the Threshold Rarity CDF template with measure_col bound to \"bmi\" and measure_threshold fixed at 34.77. CAST to REAL is used because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbf40b7277d3a4b30bec7a96c97710bcb4bd7f1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:55:23.760907Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:55:26.122565Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:55:34.521715Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2ed569a7cea03b246964429497baaccc9761b93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi. +Result preview: [{"empirical_cdf_at_threshold": 0.7503607503607503}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dff0faea12fe440e53dd551fb137a1abb601ec51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_3080083919e95d31 +-- problem_id: v2p_m4_d18391a22aed35b7 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("bmi" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b694e5284a531358ba2312a21f70ade730951d2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"bmi\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"bmi\\\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7503607503607503}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8879455687df1d240e9bc36d861309a3cd3ed974 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:55:23.564531+00:00", + "ended_at": "2026-05-04T09:55:35.361293+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_3080083919e95d31", + "problem_id": "v2p_m4_d18391a22aed35b7", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi.", + "bindings": { + "measure_col": "bmi", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_3080083919e95d31.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3080083919e95d31", + "api_calls": 0, + "input_tokens": 21591, + "cached_input_tokens": 20864, + "output_tokens": 169, + "total_tokens": 21760, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1503, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1603, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11765.96, + "sql_execution_elapsed_ms_total": 1.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_3080083919e95d31\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..978a0f38d576c4ed2fbb8a7cede411cdaab94c11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3080083919e95d31/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:55:35.351952+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11765.96, "started_at": "2026-05-04T09:55:23.567166+00:00", "ended_at": "2026-05-04T09:55:35.332470+00:00", "prompt_metrics": {"chars": 5232, "bytes_utf8": 5232, "lines": 178, "estimated_tokens": 1503}, "response_metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21591, "cached_input_tokens": 20864, "output_tokens": 169}, "stderr_preview": "2026-05-04T09:55:23.760907Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:55:26.122565Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=age.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "age", + "band_col": "age", + "band_cut_1": 30.0, + "band_cut_2": 47.0, + "lower_bound": 30.0, + "upper_bound": 47.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17c628f2de216da0d282aec57cf92c574aba00fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25c-d911-71a0-a8b2-0432c28a4c26"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"age\\\" AS REAL) < 30.0 THEN 'low'\\n WHEN CAST(\\\"age\\\" AS REAL) < 47.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the planned template with both band_col and measure_col bound to \\\"age\\\". CAST to REAL is necessary because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21739,"cached_input_tokens":20864,"output_tokens":196}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55928d1902fd5d3ba2bd20e8c1ffee0d17d1b1e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"age\" AS REAL) < 30.0 THEN 'low'\n WHEN CAST(\"age\" AS REAL) < 47.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"age\" AS REAL)) AS \"avg_measure\"\nFROM \"m4\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the planned template with both band_col and measure_col bound to \"age\". CAST to REAL is necessary because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b458c76b0acb7a881d2f68a24a825756a1733047 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:41:04.489013Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:41:06.904573Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:41:16.751017Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..60624bcfca26a58287c3ab854da20e2d78b7a3a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=age. +Result preview: [{"band_bucket": "high", "avg_measure": 55.022633744855966}, {"band_bucket": "mid", "avg_measure": 38.134199134199136}, {"band_bucket": "low", "avg_measure": 22.48173515981735}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..892a7ffa446c1430c48ed47711c91427cbc654e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_311b40caec0c84b1 +-- problem_id: v2p_m4_117ce967943a7891 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("age" AS REAL) < 30.0 THEN 'low' + WHEN CAST("age" AS REAL) < 47.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("age" AS REAL)) AS "avg_measure" +FROM "m4" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..795544ab18b23a02547d1c8fab2f991e506fb1d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"age\" AS REAL) < 30.0 THEN 'low'\n WHEN CAST(\"age\" AS REAL) < 47.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"age\" AS REAL)) AS \"avg_measure\"\nFROM \"m4\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"age\\\" AS REAL) < 30.0 THEN 'low'\\n WHEN CAST(\\\"age\\\" AS REAL) < 47.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"age\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 55.022633744855966}, {\"band_bucket\": \"mid\", \"avg_measure\": 38.134199134199136}, {\"band_bucket\": \"low\", \"avg_measure\": 22.48173515981735}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc5d4f59a5bc093dcd5876d7edf2a4b695102590 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:41:04.223515+00:00", + "ended_at": "2026-05-04T09:41:17.713409+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_311b40caec0c84b1", + "problem_id": "v2p_m4_117ce967943a7891", + "dataset_id": "m4", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=age.", + "bindings": { + "measure_col": "age", + "band_col": "age", + "band_cut_1": 30.0, + "band_cut_2": 47.0, + "lower_bound": 30.0, + "upper_bound": 47.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_311b40caec0c84b1.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_311b40caec0c84b1", + "api_calls": 0, + "input_tokens": 21739, + "cached_input_tokens": 20864, + "output_tokens": 196, + "total_tokens": 21935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1649, + "estimated_output_tokens": 144, + "estimated_total_tokens": 1793, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13457.22, + "sql_execution_elapsed_ms_total": 3.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_311b40caec0c84b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2735036ef547c3915914e55b7946c0de46e85631 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_311b40caec0c84b1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:41:17.701899+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13457.22, "started_at": "2026-05-04T09:41:04.225633+00:00", "ended_at": "2026-05-04T09:41:17.681160+00:00", "prompt_metrics": {"chars": 5734, "bytes_utf8": 5734, "lines": 184, "estimated_tokens": 1649}, "response_metrics": {"chars": 537, "bytes_utf8": 537, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 21739, "cached_input_tokens": 20864, "output_tokens": 196}, "stderr_preview": "2026-05-04T09:41:04.489013Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:41:06.904573Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b4ab1f8621633bad71faa82a281c235e3ddc042 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-7069-76e3-ae36-3bcadc96beb4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"smoker\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"smoker\\\" and measure_col=\\\"children\\\". Cast \\\"children\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21645,"cached_input_tokens":20864,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86ef09b0435d547b4f835ff79909969652861aff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"smoker\", AVG(CAST(\"children\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"smoker\"\nHAVING COUNT(*) > 5\nORDER BY \"smoker\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"smoker\" and measure_col=\"children\". Cast \"children\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b616a2c7b80b857a2b8d281cbf09a0bc96b58285 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:03.585332Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:06.035858Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:14.389422Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0016c37af79a300d60dd7fcdfdaa67eb0ba68a71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "no", "avg_measure": 1.0978260869565217, "support": 2208}, {"smoker": "yes", "avg_measure": 1.1170212765957446, "support": 564}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6f16b50faeb0dce8c1c93eafe09e3a77dd2ed6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_312d3f529046dd4a +-- problem_id: v2p_m4_eefd482a7e754403 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("children" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "smoker" +HAVING COUNT(*) > 5 +ORDER BY "smoker"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5393c8a5176eab97784d9d9145c1aba3aac614e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"smoker\", AVG(CAST(\"children\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"smoker\"\nHAVING COUNT(*) > 5\nORDER BY \"smoker\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"smoker\\\";\", \"columns\": [\"smoker\", \"avg_measure\", \"support\"], \"rows\": [{\"smoker\": \"no\", \"avg_measure\": 1.0978260869565217, \"support\": 2208}, {\"smoker\": \"yes\", \"avg_measure\": 1.1170212765957446, \"support\": 564}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..53704bb6fd1a220ee6e658c8ad7ccac9d3ae0d07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:22:03.344453+00:00", + "ended_at": "2026-05-04T09:22:15.107160+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_312d3f529046dd4a", + "problem_id": "v2p_m4_eefd482a7e754403", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_312d3f529046dd4a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_312d3f529046dd4a", + "api_calls": 0, + "input_tokens": 21645, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 21805, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1557, + "estimated_output_tokens": 112, + "estimated_total_tokens": 1669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11723.91, + "sql_execution_elapsed_ms_total": 2.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_312d3f529046dd4a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3eb2af40b59e1b65a3eb8d3ae99f7f1587b1ea95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:15.093128+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11723.91, "started_at": "2026-05-04T09:22:03.346259+00:00", "ended_at": "2026-05-04T09:22:15.070608+00:00", "prompt_metrics": {"chars": 5445, "bytes_utf8": 5445, "lines": 180, "estimated_tokens": 1557}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 21645, "cached_input_tokens": 20864, "output_tokens": 160}, "stderr_preview": "2026-05-04T09:22:03.585332Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:06.035858Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"smoker\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"smoker\\\" and measure_col=\\\"children\\\". Cast \\\"children\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7f49be1111821b8975154c5c106f4f11d1cf45a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_312d3f529046dd4a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_312d3f529046dd4a", + "api_calls": 0, + "input_tokens": 21645, + "cached_input_tokens": 20864, + "output_tokens": 160, + "total_tokens": 21805, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1557, + "estimated_output_tokens": 112, + "estimated_total_tokens": 1669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11723.91, + "sql_execution_elapsed_ms_total": 2.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_312d3f529046dd4a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..79af5f52908a47e0260455ca97484a2bb0c02745 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "southeast", "support": 766, "support_share": 0.2763347763347763, "cumulative_support": 766}, {"value_label": "southwest", "support": 684, "support_share": 0.24675324675324675, "cumulative_support": 1450}, {"value_label": "northwest", "support": 664, "support_share": 0.23953823953823955, "cumulative_support": 2114}, {"value_label": "northeast", "support": 658, "support_share": 0.23737373737373738, "cumulative_support": 2772}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..73e40362e84d0962e6468b1aff2a0dfa45e2a3e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m4_3422b7dafce43ccf +-- problem_id: v2p_m4_fb7b0be06ccbf6b2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "region" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "region" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8785594ad338c1180bcdc901850fec45aefa055f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m4_3422b7dafce43ccf\n-- problem_id: v2p_m4_fb7b0be06ccbf6b2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"region\" AS value_label, COUNT(*) AS support\n FROM \"m4\"\n GROUP BY \"region\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m4_3422b7dafce43ccf\\n-- problem_id: v2p_m4_fb7b0be06ccbf6b2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"region\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"southeast\", \"support\": 766, \"support_share\": 0.2763347763347763, \"cumulative_support\": 766}, {\"value_label\": \"southwest\", \"support\": 684, \"support_share\": 0.24675324675324675, \"cumulative_support\": 1450}, {\"value_label\": \"northwest\", \"support\": 664, \"support_share\": 0.23953823953823955, \"cumulative_support\": 2114}, {\"value_label\": \"northeast\", \"support\": 658, \"support_share\": 0.23737373737373738, \"cumulative_support\": 2772}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a22894d884e3e4aa86aa17d9a6b4a5df18dec06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:57:47.628077+00:00", + "ended_at": "2026-05-04T09:57:47.632742+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_3422b7dafce43ccf", + "problem_id": "v2p_m4_fb7b0be06ccbf6b2", + "dataset_id": "m4", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=region.", + "bindings": { + "group_col": "region" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_3422b7dafce43ccf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3422b7dafce43ccf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3339418309fa4dd1e9c1e73a22eab1f7646292f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5431, "bytes_utf8": 5431, "lines": 180, "estimated_tokens": 1556}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21644, "cached_input_tokens": 20864, "output_tokens": 174}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ade33fa66c23445a902e0012c7b5c55ed766df3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_35a97d5b3c3d8956", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 174, + "total_tokens": 21818, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11867.31, + "sql_execution_elapsed_ms_total": 2.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_35a97d5b3c3d8956\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1dfca596ed8792fae99124f0e13f5501bef0f1ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:22:50.280957+00:00", + "ended_at": "2026-05-04T09:23:02.148242+00:00", + "elapsed_ms": 11867.31, + "prompt_metrics": { + "chars": 5431, + "bytes_utf8": 5431, + "lines": 180, + "estimated_tokens": 1556 + }, + "stdout_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13263 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 382, + "bytes_utf8": 382, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 174 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34cf491fd936dd81a3023f3de68e359e88565906 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c26bf60a8d15c700d8556d46be453e19b8e432a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-27d1-70a0-8134-5bdc0a6ede4c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sex\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sex\\\";\",\"notes\":\"Applied the Support-Guarded Group Average template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for a numeric average in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21644,"cached_input_tokens":20864,"output_tokens":174}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9c0953fb18bc4f4f1418cf144016a5da6a2740b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sex\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\"\nHAVING COUNT(*) > 5\nORDER BY \"sex\";","notes":"Applied the Support-Guarded Group Average template with group_col=\"sex\" and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for a numeric average in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4365934ab7fcd6dae93a64216a1d335a0688684c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:50.536946Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:52.966244Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:01.561149Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7c8927a6f7f63576b6a5edfbace522404ed6fd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "female", "avg_measure": 30.434472913616396, "support": 1366}, {"sex": "male", "avg_measure": 30.960633001422476, "support": 1406}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8326ec2295bce96eeb2661699e9026b912d9be3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_35a97d5b3c3d8956 +-- problem_id: v2p_m4_10258a026c70a35a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("bmi" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "sex" +HAVING COUNT(*) > 5 +ORDER BY "sex"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3d0ce1fb3abcc2efc0592802426e22cd1cd48a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sex\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\"\nHAVING COUNT(*) > 5\nORDER BY \"sex\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sex\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sex\\\";\", \"columns\": [\"sex\", \"avg_measure\", \"support\"], \"rows\": [{\"sex\": \"female\", \"avg_measure\": 30.434472913616396, \"support\": 1366}, {\"sex\": \"male\", \"avg_measure\": 30.960633001422476, \"support\": 1406}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..363037c91a3b07efde10505e38a77b950c780a88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:22:50.278663+00:00", + "ended_at": "2026-05-04T09:23:02.183001+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_35a97d5b3c3d8956", + "problem_id": "v2p_m4_10258a026c70a35a", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_35a97d5b3c3d8956.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_35a97d5b3c3d8956", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 174, + "total_tokens": 21818, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11867.31, + "sql_execution_elapsed_ms_total": 2.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_35a97d5b3c3d8956\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1270e05fcfca69f4882a8bfb73daabd0c421d0e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:02.171368+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11867.31, "started_at": "2026-05-04T09:22:50.280957+00:00", "ended_at": "2026-05-04T09:23:02.148242+00:00", "prompt_metrics": {"chars": 5431, "bytes_utf8": 5431, "lines": 180, "estimated_tokens": 1556}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21644, "cached_input_tokens": 20864, "output_tokens": 174}, "stderr_preview": "2026-05-04T09:22:50.536946Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:52.966244Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sex\\\";\",\"notes\":\"Applied the Support-Guarded Group Average template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for a numeric average in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d652a57b07d2cf8477515da338c30ccd8b05d975 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_35a97d5b3c3d8956/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_35a97d5b3c3d8956", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 174, + "total_tokens": 21818, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11867.31, + "sql_execution_elapsed_ms_total": 2.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_35a97d5b3c3d8956\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b179758ec1e2ddd546e4442691085ff8c1a2fa41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5820, "bytes_utf8": 5820, "lines": 185, "estimated_tokens": 1629}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1717, "bytes_utf8": 1717, "lines": 1, "estimated_tokens": 565}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 1592}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b5d17bcb32435d5fb84592635e3cf6343b55f3d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3774d9b4c2d0e80a", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 1592, + "total_tokens": 23311, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1629, + "estimated_output_tokens": 565, + "estimated_total_tokens": 2194, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37857.35, + "sql_execution_elapsed_ms_total": 4.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_3774d9b4c2d0e80a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1c24bc01c8de4a4ef5b64ec82fa90a4bcf002fd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:37:01.253213+00:00", + "ended_at": "2026-05-04T09:37:39.110626+00:00", + "elapsed_ms": 37857.35, + "prompt_metrics": { + "chars": 5820, + "bytes_utf8": 5820, + "lines": 185, + "estimated_tokens": 1629 + }, + "stdout_metrics": { + "chars": 2355, + "bytes_utf8": 2355, + "lines": 4, + "estimated_tokens": 863 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13242 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1717, + "bytes_utf8": 1717, + "lines": 1, + "estimated_tokens": 565 + }, + "usage": { + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 1592 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efc7277b6a6678d0f6fb3627e0fdc8b121087ad8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,185 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children, condition_col=region.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "condition_col": "region", + "condition_value": "southwest", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5dd05fe290f5abb216bc16063f1098db940ec33b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df259-23ff-7a61-a454-3f85be4cbc63"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"children\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" = 'southwest'\\n AND \\\"children\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INT) AS \\\"lower_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"smoker\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"smoker\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"pos\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) +\\n (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\") * (\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" + 1 THEN \\\"r\\\".\\\"measure\\\" END) -\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n )\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"params\\\" AS \\\"p\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"smoker\\\" = \\\"p\\\".\\\"smoker\\\"\\nGROUP BY \\\"p\\\".\\\"smoker\\\", \\\"p\\\".\\\"cnt\\\", \\\"p\\\".\\\"pos\\\", \\\"p\\\".\\\"lower_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Uses the planned template bindings with group_col=smoker, measure_col=children, and condition_col=region filtered to 'southwest'. Since SQLite does not support PERCENTILE_CONT, the query emulates the 0.9 continuous percentile via window ranking and linear interpolation, casting \\\"children\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":20864,"output_tokens":1592}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..525ba1faf60685caca62125b7d6aeb07b197a2d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"children\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" = 'southwest'\n AND \"children\" IS NOT NULL\n),\n\"params\" AS (\n SELECT\n \"smoker\",\n \"cnt\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INT) AS \"lower_rn\"\n FROM \"ranked\"\n GROUP BY \"smoker\", \"cnt\"\n)\nSELECT\n \"p\".\"smoker\",\n CASE\n WHEN \"p\".\"pos\" = \"p\".\"lower_rn\" THEN\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END) +\n (\"p\".\"pos\" - \"p\".\"lower_rn\") * (\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" + 1 THEN \"r\".\"measure\" END) -\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END)\n )\n END AS \"conditional_percentile\"\nFROM \"params\" AS \"p\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"smoker\" = \"p\".\"smoker\"\nGROUP BY \"p\".\"smoker\", \"p\".\"cnt\", \"p\".\"pos\", \"p\".\"lower_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Uses the planned template bindings with group_col=smoker, measure_col=children, and condition_col=region filtered to 'southwest'. Since SQLite does not support PERCENTILE_CONT, the query emulates the 0.9 continuous percentile via window ranking and linear interpolation, casting \"children\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3dd81dc333acd69d5ba41c7f7b6e86e6d36e238 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:37:01.524539Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:37:04.014137Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:37:38.117413Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f593fe66804d1aa3c51e96e44bbd805e90378130 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children, condition_col=region. +Result preview: [{"smoker": "no", "conditional_percentile": 3.0}, {"smoker": "yes", "conditional_percentile": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a691f7f12b9b54389c3dc033b835dd4ab8802a46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/generated_sql.sql @@ -0,0 +1,54 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_3774d9b4c2d0e80a +-- problem_id: v2p_m4_5efe78e4fdb4faf8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("children" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" + WHERE "region" = 'southwest' + AND "children" IS NOT NULL +), +"params" AS ( + SELECT + "smoker", + "cnt", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) AS "lower_rn" + FROM "ranked" + GROUP BY "smoker", "cnt" +) +SELECT + "p"."smoker", + CASE + WHEN "p"."pos" = "p"."lower_rn" THEN + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure" END) + ELSE + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure" END) + + ("p"."pos" - "p"."lower_rn") * ( + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" + 1 THEN "r"."measure" END) - + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure" END) + ) + END AS "conditional_percentile" +FROM "params" AS "p" +JOIN "ranked" AS "r" + ON "r"."smoker" = "p"."smoker" +GROUP BY "p"."smoker", "p"."cnt", "p"."pos", "p"."lower_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e07345631ce95aaac9ce8e2796edc49c698e4f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"children\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" = 'southwest'\n AND \"children\" IS NOT NULL\n),\n\"params\" AS (\n SELECT\n \"smoker\",\n \"cnt\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INT) AS \"lower_rn\"\n FROM \"ranked\"\n GROUP BY \"smoker\", \"cnt\"\n)\nSELECT\n \"p\".\"smoker\",\n CASE\n WHEN \"p\".\"pos\" = \"p\".\"lower_rn\" THEN\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END) +\n (\"p\".\"pos\" - \"p\".\"lower_rn\") * (\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" + 1 THEN \"r\".\"measure\" END) -\n MAX(CASE WHEN \"r\".\"rn\" = \"p\".\"lower_rn\" THEN \"r\".\"measure\" END)\n )\n END AS \"conditional_percentile\"\nFROM \"params\" AS \"p\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"smoker\" = \"p\".\"smoker\"\nGROUP BY \"p\".\"smoker\", \"p\".\"cnt\", \"p\".\"pos\", \"p\".\"lower_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"children\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" = 'southwest'\\n AND \\\"children\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INT) AS \\\"lower_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"smoker\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"smoker\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"pos\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END) +\\n (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\") * (\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" + 1 THEN \\\"r\\\".\\\"measure\\\" END) -\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"r\\\".\\\"measure\\\" END)\\n )\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"params\\\" AS \\\"p\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"smoker\\\" = \\\"p\\\".\\\"smoker\\\"\\nGROUP BY \\\"p\\\".\\\"smoker\\\", \\\"p\\\".\\\"cnt\\\", \\\"p\\\".\\\"pos\\\", \\\"p\\\".\\\"lower_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"smoker\", \"conditional_percentile\"], \"rows\": [{\"smoker\": \"no\", \"conditional_percentile\": 3.0}, {\"smoker\": \"yes\", \"conditional_percentile\": 3.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fae2ebcfe7e7588d60e07b08d4cf8f52fc7b5abb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:37:01.250748+00:00", + "ended_at": "2026-05-04T09:37:39.144097+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_3774d9b4c2d0e80a", + "problem_id": "v2p_m4_5efe78e4fdb4faf8", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=children, condition_col=region.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "condition_col": "region", + "condition_value": "southwest", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_3774d9b4c2d0e80a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3774d9b4c2d0e80a", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 1592, + "total_tokens": 23311, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1629, + "estimated_output_tokens": 565, + "estimated_total_tokens": 2194, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37857.35, + "sql_execution_elapsed_ms_total": 4.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_3774d9b4c2d0e80a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d26806c4c76f6dd92189a18b99aa07869d77bc71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3774d9b4c2d0e80a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:37:39.130973+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 37857.35, "started_at": "2026-05-04T09:37:01.253213+00:00", "ended_at": "2026-05-04T09:37:39.110626+00:00", "prompt_metrics": {"chars": 5820, "bytes_utf8": 5820, "lines": 185, "estimated_tokens": 1629}, "response_metrics": {"chars": 1717, "bytes_utf8": 1717, "lines": 1, "estimated_tokens": 565}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 1592}, "stderr_preview": "2026-05-04T09:37:01.524539Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:37:04.014137Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=smoker.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1f28ef76f4b46dfe330ad35e41d8872e25079ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-e4b8-76f0-bffc-da434b1523bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"children\\\" and condition_col=\\\"smoker\\\", measuring the share of non-smokers ('no') within each children group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21664,"cached_input_tokens":19840,"output_tokens":209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d200c98585adf7ce9e368bc45b1365c9094d2d3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"children\" and condition_col=\"smoker\", measuring the share of non-smokers ('no') within each children group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22ed245d52aee777f59430cc564c201d8a3babe6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:23.185216Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:25.499703Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:35.521626Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb2b954fde38de4f8b11a2caf2e8ab9740e6108f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=smoker. +Result preview: [{"children": "5", "condition_rate": 0.9523809523809523}, {"children": "4", "condition_rate": 0.8846153846153846}, {"children": "1", "condition_rate": 0.8095238095238095}, {"children": "0", "condition_rate": 0.8026981450252951}, {"children": "2", "condition_rate": 0.7701612903225806}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..efbcc4c32088a9a255d004761638fb5bf30ab420 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_37844a608f60dd58 +-- problem_id: v2p_m4_ab3cf9e7408f579c +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "smoker" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8bb377221225b03cdf070ae7f21b6949e9ec8df6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"5\", \"condition_rate\": 0.9523809523809523}, {\"children\": \"4\", \"condition_rate\": 0.8846153846153846}, {\"children\": \"1\", \"condition_rate\": 0.8095238095238095}, {\"children\": \"0\", \"condition_rate\": 0.8026981450252951}, {\"children\": \"2\", \"condition_rate\": 0.7701612903225806}, {\"children\": \"3\", \"condition_rate\": 0.7530864197530864}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..884e3dbea955358b450ebaab2ce196033c4575b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:32:22.933177+00:00", + "ended_at": "2026-05-04T09:32:36.284768+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_37844a608f60dd58", + "problem_id": "v2p_m4_ab3cf9e7408f579c", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=smoker.", + "bindings": { + "group_col": "children", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_37844a608f60dd58.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_37844a608f60dd58", + "api_calls": 0, + "input_tokens": 21664, + "cached_input_tokens": 19840, + "output_tokens": 209, + "total_tokens": 21873, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1574, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13315.18, + "sql_execution_elapsed_ms_total": 2.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_37844a608f60dd58\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eafd7bbb7255116cb4045d12887b928362fbafca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_37844a608f60dd58/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:36.270486+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13315.18, "started_at": "2026-05-04T09:32:22.936035+00:00", "ended_at": "2026-05-04T09:32:36.251082+00:00", "prompt_metrics": {"chars": 5539, "bytes_utf8": 5539, "lines": 183, "estimated_tokens": 1574}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21664, "cached_input_tokens": 19840, "output_tokens": 209}, "stderr_preview": "2026-05-04T09:32:23.185216Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:25.499703Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sex.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sex", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dada1bca7c515d924753285134288bc3314df2be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25f-7e49-7042-b819-b2084b40f175"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"sex\\\" and predicate on \\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21652,"cached_input_tokens":20864,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf980be3751b898ae22fdbcecc8823a3819237bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"sex\" and predicate on \"bmi\". Cast \"bmi\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5d1000329f29a44dfc7b1871558ea6880140120 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:43:57.845767Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:44:00.417414Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:44:10.982322Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ced8f0427fbafb35d77e96d0f64701a78c02fd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sex. +Result preview: [{"sex": "male", "support": 368}, {"sex": "female", "support": 330}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1273eed197a51b9889c3a7ea88a690b30dc70347 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_39f41b95de06ca96 +-- problem_id: v2p_m4_65640da70aa7caa7 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE CAST("bmi" AS REAL) >= 34.77 +GROUP BY "sex" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..576c79a5d4c45bcdde1c7d6996f9c6fba9ecd587 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"sex\", \"support\"], \"rows\": [{\"sex\": \"male\", \"support\": 368}, {\"sex\": \"female\", \"support\": 330}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0fbbd7e3b67e5b712b93e64eaf4019b70b978ba3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:43:57.628561+00:00", + "ended_at": "2026-05-04T09:44:12.985990+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_39f41b95de06ca96", + "problem_id": "v2p_m4_65640da70aa7caa7", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sex.", + "bindings": { + "group_col": "sex", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_39f41b95de06ca96.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_39f41b95de06ca96", + "api_calls": 0, + "input_tokens": 21652, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 21775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1564, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15327.35, + "sql_execution_elapsed_ms_total": 1.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_39f41b95de06ca96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56de685fc35acc315fa9fe86b3ed363766a551ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:44:12.974961+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15327.35, "started_at": "2026-05-04T09:43:57.630962+00:00", "ended_at": "2026-05-04T09:44:12.958518+00:00", "prompt_metrics": {"chars": 5478, "bytes_utf8": 5478, "lines": 182, "estimated_tokens": 1564}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21652, "cached_input_tokens": 20864, "output_tokens": 123}, "stderr_preview": "2026-05-04T09:43:57.845767Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:44:00.417414Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 34.77\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"sex\\\" and predicate on \\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f202ceb99866fee79493401a5d1be14ab8afe093 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_39f41b95de06ca96/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_39f41b95de06ca96", + "api_calls": 0, + "input_tokens": 21652, + "cached_input_tokens": 20864, + "output_tokens": 123, + "total_tokens": 21775, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1564, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15327.35, + "sql_execution_elapsed_ms_total": 1.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_39f41b95de06ca96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae4d545bd54f4db3ab5419b6276aea0b1eb654bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5465, "bytes_utf8": 5465, "lines": 182, "estimated_tokens": 1568}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21658, "cached_input_tokens": 20864, "output_tokens": 142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c0fd0ad5e367722995d974541d4782aed129a613 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3d308ed75b5c759e", + "api_calls": 0, + "input_tokens": 21658, + "cached_input_tokens": 20864, + "output_tokens": 142, + "total_tokens": 21800, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1568, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11263.33, + "sql_execution_elapsed_ms_total": 3.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_3d308ed75b5c759e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..15a3a444809fd8c519e0592b7048c6cfb56c6b9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:29:09.536799+00:00", + "ended_at": "2026-05-04T09:29:20.800281+00:00", + "elapsed_ms": 11263.33, + "prompt_metrics": { + "chars": 5465, + "bytes_utf8": 5465, + "lines": 182, + "estimated_tokens": 1568 + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 433, + "bytes_utf8": 433, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 21658, + "cached_input_tokens": 20864, + "output_tokens": 142 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6df42b5c64f3c78deb689a7a3ebffe01b46aa46b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=smoker, measure_col=age.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "measure_col": "age", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..162f7c770d672ddd7447c4b5e91796d62ecf4b83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-f121-7890-bf19-92c32e710f06"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"children\\\", \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Two-Dimensional Group Average template with group_col=\\\"children\\\", group_col_2=\\\"smoker\\\", and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL so SQLite computes the average numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21658,"cached_input_tokens":20864,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c23b6f1b195f63b9fd1b788362f7c537289c56af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"children\", \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY avg_measure DESC;","notes":"Applied the required Two-Dimensional Group Average template with group_col=\"children\", group_col_2=\"smoker\", and measure_col=\"age\". Cast \"age\" from TEXT to REAL so SQLite computes the average numerically."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dd99fa3e0843c65b041cd9bdb843b9a5f3373bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:09.720757Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:12.019528Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:20.108318Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a64ad9833bb0712c6e9c7f1349a724a7c30d9feb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=smoker, measure_col=age. +Result preview: [{"children": "3", "smoker": "no", "avg_measure": 41.74590163934426}, {"children": "3", "smoker": "yes", "avg_measure": 40.325}, {"children": "2", "smoker": "yes", "avg_measure": 40.175438596491226}, {"children": "4", "smoker": "no", "avg_measure": 39.91304347826087}, {"children": "1", "smoker": "yes", "avg_measure": 39.46875}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce59dcdcde250218dcb7121b72bbd9f46926b67a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_3d308ed75b5c759e +-- problem_id: v2p_m4_7b45043a11ad6a79 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "smoker", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..548e7564fa0aab3cb5b8f8c8668050b4c838fef6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"children\", \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"children\\\", \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"smoker\", \"avg_measure\"], \"rows\": [{\"children\": \"3\", \"smoker\": \"no\", \"avg_measure\": 41.74590163934426}, {\"children\": \"3\", \"smoker\": \"yes\", \"avg_measure\": 40.325}, {\"children\": \"2\", \"smoker\": \"yes\", \"avg_measure\": 40.175438596491226}, {\"children\": \"4\", \"smoker\": \"no\", \"avg_measure\": 39.91304347826087}, {\"children\": \"1\", \"smoker\": \"yes\", \"avg_measure\": 39.46875}, {\"children\": \"1\", \"smoker\": \"no\", \"avg_measure\": 39.2610294117647}, {\"children\": \"2\", \"smoker\": \"no\", \"avg_measure\": 39.02094240837696}, {\"children\": \"5\", \"smoker\": \"yes\", \"avg_measure\": 39.0}, {\"children\": \"0\", \"smoker\": \"no\", \"avg_measure\": 38.86974789915966}, {\"children\": \"0\", \"smoker\": \"yes\", \"avg_measure\": 36.64957264957265}, {\"children\": \"5\", \"smoker\": \"no\", \"avg_measure\": 35.75}, {\"children\": \"4\", \"smoker\": \"yes\", \"avg_measure\": 30.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1bfdf1d690daf370818f3cc3d3acfb133465f7f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:29:09.534632+00:00", + "ended_at": "2026-05-04T09:29:20.833720+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_3d308ed75b5c759e", + "problem_id": "v2p_m4_7b45043a11ad6a79", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=smoker, measure_col=age.", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "measure_col": "age", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_3d308ed75b5c759e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3d308ed75b5c759e", + "api_calls": 0, + "input_tokens": 21658, + "cached_input_tokens": 20864, + "output_tokens": 142, + "total_tokens": 21800, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1568, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11263.33, + "sql_execution_elapsed_ms_total": 3.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_3d308ed75b5c759e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e77f09786edf0ec15d2766529a9270d59d1d91d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3d308ed75b5c759e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:29:20.821793+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11263.33, "started_at": "2026-05-04T09:29:09.536799+00:00", "ended_at": "2026-05-04T09:29:20.800281+00:00", "prompt_metrics": {"chars": 5465, "bytes_utf8": 5465, "lines": 182, "estimated_tokens": 1568}, "response_metrics": {"chars": 433, "bytes_utf8": 433, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21658, "cached_input_tokens": 20864, "output_tokens": 142}, "stderr_preview": "2026-05-04T09:29:09.720757Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:12.019528Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi, condition_col=sex.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3f6a7fe69f6f0004382f7f9ce05ed6054fe8a49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25a-76e5-73e1-a0c4-a776fe946f52"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" = 'male'\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"bmi\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"bmi\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n MIN(\\\"bmi\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CASE\\n WHEN 0.95 * \\\"cnt\\\" = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\n END\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"sex\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"sex\\\"\\n FROM \\\"m4\\\"\\n) AS \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"sex\\\" = \\\"percentiles\\\".\\\"sex\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite-compatible replacement for PERCENTILE_CONT using the smallest bmi at rank ceil(0.95 * group_size) within the filtered male subset; non-male groups remain in the output with NULL percentile.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21713,"cached_input_tokens":20864,"output_tokens":897}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..faa67d77df2b1a24e4379ff42fc75d239327c6ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi\"\n FROM \"m4\"\n WHERE \"sex\" = 'male'\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"bmi\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"bmi\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"sex\",\n MIN(\"bmi\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= CASE\n WHEN 0.95 * \"cnt\" = CAST(0.95 * \"cnt\" AS INTEGER) THEN CAST(0.95 * \"cnt\" AS INTEGER)\n ELSE CAST(0.95 * \"cnt\" AS INTEGER) + 1\n END\n GROUP BY \"sex\"\n)\nSELECT\n \"groups\".\"sex\",\n \"percentiles\".\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"sex\"\n FROM \"m4\"\n) AS \"groups\"\nLEFT JOIN \"percentiles\"\n ON \"groups\".\"sex\" = \"percentiles\".\"sex\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite-compatible replacement for PERCENTILE_CONT using the smallest bmi at rank ceil(0.95 * group_size) within the filtered male subset; non-male groups remain in the output with NULL percentile."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22c39640e56309e959d15aae1ba6bfd1ea2ba9aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:38:28.251767Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:38:31.085872Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:38:54.816104Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..44b005c0a03050ee08cdc2d05d853ad51d76996b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi, condition_col=sex. +Result preview: [{"sex": "male", "conditional_percentile": 41.47}, {"sex": "female", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa2093d583857805c406c988e512dfb2da3f2ea8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/generated_sql.sql @@ -0,0 +1,50 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_3e45e602ef70370e +-- problem_id: v2p_m4_7262ecfa49c88cf8 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi" + FROM "m4" + WHERE "sex" = 'male' + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "sex", + "bmi", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "bmi") AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "filtered" +), +"percentiles" AS ( + SELECT + "sex", + MIN("bmi") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" >= CASE + WHEN 0.95 * "cnt" = CAST(0.95 * "cnt" AS INTEGER) THEN CAST(0.95 * "cnt" AS INTEGER) + ELSE CAST(0.95 * "cnt" AS INTEGER) + 1 + END + GROUP BY "sex" +) +SELECT + "groups"."sex", + "percentiles"."conditional_percentile" +FROM ( + SELECT DISTINCT "sex" + FROM "m4" +) AS "groups" +LEFT JOIN "percentiles" + ON "groups"."sex" = "percentiles"."sex" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a80d6c3fddfc6900a3e432629362435d2ac5e8d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi\"\n FROM \"m4\"\n WHERE \"sex\" = 'male'\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"sex\",\n \"bmi\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"bmi\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"sex\",\n MIN(\"bmi\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= CASE\n WHEN 0.95 * \"cnt\" = CAST(0.95 * \"cnt\" AS INTEGER) THEN CAST(0.95 * \"cnt\" AS INTEGER)\n ELSE CAST(0.95 * \"cnt\" AS INTEGER) + 1\n END\n GROUP BY \"sex\"\n)\nSELECT\n \"groups\".\"sex\",\n \"percentiles\".\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"sex\"\n FROM \"m4\"\n) AS \"groups\"\nLEFT JOIN \"percentiles\"\n ON \"groups\".\"sex\" = \"percentiles\".\"sex\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" = 'male'\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"bmi\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"bmi\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n MIN(\\\"bmi\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CASE\\n WHEN 0.95 * \\\"cnt\\\" = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\n END\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"sex\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"sex\\\"\\n FROM \\\"m4\\\"\\n) AS \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"sex\\\" = \\\"percentiles\\\".\\\"sex\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sex\", \"conditional_percentile\"], \"rows\": [{\"sex\": \"male\", \"conditional_percentile\": 41.47}, {\"sex\": \"female\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b4ce6125b2ef79a9597948900ae2ddfdc77230a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:38:28.007851+00:00", + "ended_at": "2026-05-04T09:38:55.545720+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_3e45e602ef70370e", + "problem_id": "v2p_m4_7262ecfa49c88cf8", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi, condition_col=sex.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_3e45e602ef70370e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3e45e602ef70370e", + "api_calls": 0, + "input_tokens": 21713, + "cached_input_tokens": 20864, + "output_tokens": 897, + "total_tokens": 22610, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1623, + "estimated_output_tokens": 375, + "estimated_total_tokens": 1998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27480.36, + "sql_execution_elapsed_ms_total": 10.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_3e45e602ef70370e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..935d3fff9810e0f2fa449ba9051d47a380a533ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:38:55.524389+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27480.36, "started_at": "2026-05-04T09:38:28.011023+00:00", "ended_at": "2026-05-04T09:38:55.491589+00:00", "prompt_metrics": {"chars": 5785, "bytes_utf8": 5785, "lines": 185, "estimated_tokens": 1623}, "response_metrics": {"chars": 1205, "bytes_utf8": 1205, "lines": 1, "estimated_tokens": 375}, "usage": {"input_tokens": 21713, "cached_input_tokens": 20864, "output_tokens": 897}, "stderr_preview": "2026-05-04T09:38:28.251767Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:38:31.085872Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CASE\\n WHEN 0.95 * \\\"cnt\\\" = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\n END\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"sex\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"sex\\\"\\n FROM \\\"m4\\\"\\n) AS \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"sex\\\" = \\\"percentiles\\\".\\\"sex\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"n"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f910a3eab0b0d5b1215677d13652cb5d7acb2e61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3e45e602ef70370e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3e45e602ef70370e", + "api_calls": 0, + "input_tokens": 21713, + "cached_input_tokens": 20864, + "output_tokens": 897, + "total_tokens": 22610, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1623, + "estimated_output_tokens": 375, + "estimated_total_tokens": 1998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 27480.36, + "sql_execution_elapsed_ms_total": 10.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_3e45e602ef70370e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88757fd0126028e97825d7286fdd0b9d664288ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5439, "bytes_utf8": 5439, "lines": 180, "estimated_tokens": 1555}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21643, "cached_input_tokens": 20864, "output_tokens": 153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e4a9a57ca58e8e84753e7414acf31602a624490c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3f070ac66e939274", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 20864, + "output_tokens": 153, + "total_tokens": 21796, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11488.1, + "sql_execution_elapsed_ms_total": 2.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_3f070ac66e939274\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..54e509b6857ff735d19ec0ba6cbaa783208fb1a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:24:05.998474+00:00", + "ended_at": "2026-05-04T09:24:17.486778+00:00", + "elapsed_ms": 11488.1, + "prompt_metrics": { + "chars": 5439, + "bytes_utf8": 5439, + "lines": 180, + "estimated_tokens": 1555 + }, + "stdout_metrics": { + "chars": 735, + "bytes_utf8": 735, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 402, + "bytes_utf8": 402, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 21643, + "cached_input_tokens": 20864, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..990e99341d0f8e684d7e1c259e050eaadc27786b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9e05bb9d65b8cf0eba1280a87f193ef96c54551 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-4f89-7b20-9f1b-86481ae4bdf5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"region\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"region\\\";\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"region\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21643,"cached_input_tokens":20864,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23c7982d842aef816848f6bf4ece663c8cf38f30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"region\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"region\"\nHAVING COUNT(*) > 5\nORDER BY \"region\";","notes":"Applied the planned Support-Guarded Group Average template with group_col=\"region\" and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bba6f93f0c4a30f6d1ea8230fa18c8346e82c2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:06.227594Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:08.526728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:16.719475Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b614d05632d98364ed9a62c4fc50e5bedf04218 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=bmi. +Result preview: [{"region": "northeast", "avg_measure": 29.157781155015197, "support": 658}, {"region": "northwest", "avg_measure": 29.147259036144575, "support": 664}, {"region": "southeast", "avg_measure": 33.478772845953, "support": 766}, {"region": "southwest", "avg_measure": 30.584502923976608, "support": 684}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5bc46bc453a36ecfd96ee738d5e7e88d7e69d49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_3f070ac66e939274 +-- problem_id: v2p_m4_df071f24cc89fc0a +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("bmi" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "region" +HAVING COUNT(*) > 5 +ORDER BY "region"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6d04080fbccfc3879ede78e513925054ff05b76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"region\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"region\"\nHAVING COUNT(*) > 5\nORDER BY \"region\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"region\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"region\\\";\", \"columns\": [\"region\", \"avg_measure\", \"support\"], \"rows\": [{\"region\": \"northeast\", \"avg_measure\": 29.157781155015197, \"support\": 658}, {\"region\": \"northwest\", \"avg_measure\": 29.147259036144575, \"support\": 664}, {\"region\": \"southeast\", \"avg_measure\": 33.478772845953, \"support\": 766}, {\"region\": \"southwest\", \"avg_measure\": 30.584502923976608, \"support\": 684}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89625994888686b00f5909bc50ede7b745d67684 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:24:05.994602+00:00", + "ended_at": "2026-05-04T09:24:17.518294+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_3f070ac66e939274", + "problem_id": "v2p_m4_df071f24cc89fc0a", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=bmi.", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_3f070ac66e939274.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3f070ac66e939274", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 20864, + "output_tokens": 153, + "total_tokens": 21796, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11488.1, + "sql_execution_elapsed_ms_total": 2.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_3f070ac66e939274\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d2294aff2e5f3438074cd67811936099b41b164 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:17.507293+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11488.1, "started_at": "2026-05-04T09:24:05.998474+00:00", "ended_at": "2026-05-04T09:24:17.486778+00:00", "prompt_metrics": {"chars": 5439, "bytes_utf8": 5439, "lines": 180, "estimated_tokens": 1555}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21643, "cached_input_tokens": 20864, "output_tokens": 153}, "stderr_preview": "2026-05-04T09:24:06.227594Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:08.526728Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"region\\\";\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"region\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for numeric averaging in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0be9a8858936b091e86002f23a5904b563625297 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_3f070ac66e939274/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_3f070ac66e939274", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 20864, + "output_tokens": 153, + "total_tokens": 21796, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11488.1, + "sql_execution_elapsed_ms_total": 2.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_3f070ac66e939274\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1955e6625554971b3066d282cd2f5dfd4ce0c13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5467, "bytes_utf8": 5467, "lines": 180, "estimated_tokens": 1549}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1749, "bytes_utf8": 1749, "lines": 1, "estimated_tokens": 568}, "usage": {"input_tokens": 21639, "cached_input_tokens": 20864, "output_tokens": 1264}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eeee6008e7fc99196db2eb89c53af7c1612db0be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_402cf2b620aaf6be", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 1264, + "total_tokens": 22903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 568, + "estimated_total_tokens": 2117, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33008.42, + "sql_execution_elapsed_ms_total": 18.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_402cf2b620aaf6be\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..69361d9e3143cd3838e4b103ac46e76acc34cd08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:50:13.393293+00:00", + "ended_at": "2026-05-04T09:50:46.401915+00:00", + "elapsed_ms": 33008.42, + "prompt_metrics": { + "chars": 5467, + "bytes_utf8": 5467, + "lines": 180, + "estimated_tokens": 1549 + }, + "stdout_metrics": { + "chars": 2358, + "bytes_utf8": 2358, + "lines": 4, + "estimated_tokens": 859 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1749, + "bytes_utf8": 1749, + "lines": 1, + "estimated_tokens": 568 + }, + "usage": { + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 1264 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f43406ec01f26da60bc9050bd9eecaf1bacfcc51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ea63219f8043caf38f2fbc805e98dfbdc0b40d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df265-3a22-7291-94b1-8f2cfebc3db1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"cnt\\\",\\n 1.0 + (\\\"cnt\\\" - 1.0) * 0.9 AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"region\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"cnt\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lo_rn\\\",\\n CAST(\\\"pos\\\" AS INTEGER) + CASE\\n WHEN \\\"pos\\\" > CAST(\\\"pos\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi_rn\\\"\\n FROM \\\"params\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"region\\\",\\n b.\\\"pos\\\",\\n b.\\\"lo_rn\\\",\\n b.\\\"hi_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"age_value\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"hi_rn\\\" THEN r.\\\"age_value\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"bounds\\\" AS b\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"region\\\" = b.\\\"region\\\"\\n GROUP BY b.\\\"region\\\", b.\\\"pos\\\", b.\\\"lo_rn\\\", b.\\\"hi_rn\\\"\\n)\\nSELECT\\n \\\"region\\\",\\n CASE\\n WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Uses the planned grouped percentile template with group_col=region and measure_col=age. Since SQLite does not support PERCENTILE_CONT, this emulates the 90th percentile with window functions and linear interpolation after casting age from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21639,"cached_input_tokens":20864,"output_tokens":1264}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cd4d6d4b540ca61144eae01f0693ef2e7764ecd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"params\" AS (\n SELECT\n \"region\",\n \"cnt\",\n 1.0 + (\"cnt\" - 1.0) * 0.9 AS \"pos\"\n FROM \"ranked\"\n GROUP BY \"region\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n \"region\",\n \"cnt\",\n \"pos\",\n CAST(\"pos\" AS INTEGER) AS \"lo_rn\",\n CAST(\"pos\" AS INTEGER) + CASE\n WHEN \"pos\" > CAST(\"pos\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"hi_rn\"\n FROM \"params\"\n),\n\"picked\" AS (\n SELECT\n b.\"region\",\n b.\"pos\",\n b.\"lo_rn\",\n b.\"hi_rn\",\n MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"age_value\" END) AS \"lo_val\",\n MAX(CASE WHEN r.\"rn\" = b.\"hi_rn\" THEN r.\"age_value\" END) AS \"hi_val\"\n FROM \"bounds\" AS b\n JOIN \"ranked\" AS r\n ON r.\"region\" = b.\"region\"\n GROUP BY b.\"region\", b.\"pos\", b.\"lo_rn\", b.\"hi_rn\"\n)\nSELECT\n \"region\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_val\"\n ELSE \"lo_val\" + (\"pos\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Uses the planned grouped percentile template with group_col=region and measure_col=age. Since SQLite does not support PERCENTILE_CONT, this emulates the 90th percentile with window functions and linear interpolation after casting age from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cab8585cdcf21e0f7cc4a3d7b1b8592d446aa3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:50:13.593336Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:50:15.989132Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:50:43.915405Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..44ecf5ed0157ad28e3a06da02eb7a8efbbff0f71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "southeast", "percentile_measure": 59.0}, {"region": "southwest", "percentile_measure": 59.0}, {"region": "northeast", "percentile_measure": 58.30000000000007}, {"region": "northwest", "percentile_measure": 58.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea5e09e26a54800ef9222b3bab7f84111b03b8c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/generated_sql.sql @@ -0,0 +1,69 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_402cf2b620aaf6be +-- problem_id: v2p_m4_f0c7236e0dfd6e32 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "region", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "region" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "region" + ) AS "cnt" + FROM "m4" + WHERE "region" IS NOT NULL + AND "age" IS NOT NULL +), +"params" AS ( + SELECT + "region", + "cnt", + 1.0 + ("cnt" - 1.0) * 0.9 AS "pos" + FROM "ranked" + GROUP BY "region", "cnt" +), +"bounds" AS ( + SELECT + "region", + "cnt", + "pos", + CAST("pos" AS INTEGER) AS "lo_rn", + CAST("pos" AS INTEGER) + CASE + WHEN "pos" > CAST("pos" AS INTEGER) THEN 1 + ELSE 0 + END AS "hi_rn" + FROM "params" +), +"picked" AS ( + SELECT + b."region", + b."pos", + b."lo_rn", + b."hi_rn", + MAX(CASE WHEN r."rn" = b."lo_rn" THEN r."age_value" END) AS "lo_val", + MAX(CASE WHEN r."rn" = b."hi_rn" THEN r."age_value" END) AS "hi_val" + FROM "bounds" AS b + JOIN "ranked" AS r + ON r."region" = b."region" + GROUP BY b."region", b."pos", b."lo_rn", b."hi_rn" +) +SELECT + "region", + CASE + WHEN "lo_rn" = "hi_rn" THEN "lo_val" + ELSE "lo_val" + ("pos" - "lo_rn") * ("hi_val" - "lo_val") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d19140f8a652ea954351295112659c6788af11b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"params\" AS (\n SELECT\n \"region\",\n \"cnt\",\n 1.0 + (\"cnt\" - 1.0) * 0.9 AS \"pos\"\n FROM \"ranked\"\n GROUP BY \"region\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n \"region\",\n \"cnt\",\n \"pos\",\n CAST(\"pos\" AS INTEGER) AS \"lo_rn\",\n CAST(\"pos\" AS INTEGER) + CASE\n WHEN \"pos\" > CAST(\"pos\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"hi_rn\"\n FROM \"params\"\n),\n\"picked\" AS (\n SELECT\n b.\"region\",\n b.\"pos\",\n b.\"lo_rn\",\n b.\"hi_rn\",\n MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"age_value\" END) AS \"lo_val\",\n MAX(CASE WHEN r.\"rn\" = b.\"hi_rn\" THEN r.\"age_value\" END) AS \"hi_val\"\n FROM \"bounds\" AS b\n JOIN \"ranked\" AS r\n ON r.\"region\" = b.\"region\"\n GROUP BY b.\"region\", b.\"pos\", b.\"lo_rn\", b.\"hi_rn\"\n)\nSELECT\n \"region\",\n CASE\n WHEN \"lo_rn\" = \"hi_rn\" THEN \"lo_val\"\n ELSE \"lo_val\" + (\"pos\" - \"lo_rn\") * (\"hi_val\" - \"lo_val\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"cnt\\\",\\n 1.0 + (\\\"cnt\\\" - 1.0) * 0.9 AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"region\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"cnt\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lo_rn\\\",\\n CAST(\\\"pos\\\" AS INTEGER) + CASE\\n WHEN \\\"pos\\\" > CAST(\\\"pos\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi_rn\\\"\\n FROM \\\"params\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"region\\\",\\n b.\\\"pos\\\",\\n b.\\\"lo_rn\\\",\\n b.\\\"hi_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"age_value\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"hi_rn\\\" THEN r.\\\"age_value\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"bounds\\\" AS b\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"region\\\" = b.\\\"region\\\"\\n GROUP BY b.\\\"region\\\", b.\\\"pos\\\", b.\\\"lo_rn\\\", b.\\\"hi_rn\\\"\\n)\\nSELECT\\n \\\"region\\\",\\n CASE\\n WHEN \\\"lo_rn\\\" = \\\"hi_rn\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"pos\\\" - \\\"lo_rn\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"region\", \"percentile_measure\"], \"rows\": [{\"region\": \"southeast\", \"percentile_measure\": 59.0}, {\"region\": \"southwest\", \"percentile_measure\": 59.0}, {\"region\": \"northeast\", \"percentile_measure\": 58.30000000000007}, {\"region\": \"northwest\", \"percentile_measure\": 58.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2896f69c19bcb38c69692ae0277d3e008afd7750 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:50:13.390976+00:00", + "ended_at": "2026-05-04T09:50:46.452928+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_402cf2b620aaf6be", + "problem_id": "v2p_m4_f0c7236e0dfd6e32", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_402cf2b620aaf6be.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_402cf2b620aaf6be", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 1264, + "total_tokens": 22903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 568, + "estimated_total_tokens": 2117, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33008.42, + "sql_execution_elapsed_ms_total": 18.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_402cf2b620aaf6be\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f9b41b79a0f5edb386c65784abe1a20383080ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:50:46.424743+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 33008.42, "started_at": "2026-05-04T09:50:13.393293+00:00", "ended_at": "2026-05-04T09:50:46.401915+00:00", "prompt_metrics": {"chars": 5467, "bytes_utf8": 5467, "lines": 180, "estimated_tokens": 1549}, "response_metrics": {"chars": 1749, "bytes_utf8": 1749, "lines": 1, "estimated_tokens": 568}, "usage": {"input_tokens": 21639, "cached_input_tokens": 20864, "output_tokens": 1264}, "stderr_preview": "2026-05-04T09:50:13.593336Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:50:15.989132Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(\\\"pos\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi_rn\\\"\\n FROM \\\"params\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"region\\\",\\n b.\\\"pos\\\",\\n b.\\\"lo_rn\\\",\\n b.\\\"hi_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"age_value\\\" END) AS"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d4df90c9543c0f7e9c1db46149dac57c954d3edb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_402cf2b620aaf6be/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_402cf2b620aaf6be", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 1264, + "total_tokens": 22903, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 568, + "estimated_total_tokens": 2117, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33008.42, + "sql_execution_elapsed_ms_total": 18.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_402cf2b620aaf6be\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4045f71a8651db8d53d4d36c7fffac2d18e63311 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5800, "bytes_utf8": 5800, "lines": 185, "estimated_tokens": 1622}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1165, "bytes_utf8": 1165, "lines": 1, "estimated_tokens": 322}, "usage": {"input_tokens": 21712, "cached_input_tokens": 20864, "output_tokens": 618}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3455607815d38c86e92a26336939ec60bdcc29d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_40c6143fe9d96382", + "api_calls": 0, + "input_tokens": 21712, + "cached_input_tokens": 20864, + "output_tokens": 618, + "total_tokens": 22330, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1622, + "estimated_output_tokens": 322, + "estimated_total_tokens": 1944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20710.41, + "sql_execution_elapsed_ms_total": 5.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_40c6143fe9d96382\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa7edef25c4665ec950f97f5de15c3d2d450a2f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:39:12.901339+00:00", + "ended_at": "2026-05-04T09:39:33.609752+00:00", + "elapsed_ms": 20710.41, + "prompt_metrics": { + "chars": 5800, + "bytes_utf8": 5800, + "lines": 185, + "estimated_tokens": 1622 + }, + "stdout_metrics": { + "chars": 1613, + "bytes_utf8": 1613, + "lines": 4, + "estimated_tokens": 507 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13233 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1165, + "bytes_utf8": 1165, + "lines": 1, + "estimated_tokens": 322 + }, + "usage": { + "input_tokens": 21712, + "cached_input_tokens": 20864, + "output_tokens": 618 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13686f6584e7c6cdc120c258df8b7014872d802a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,185 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children, condition_col=children.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "children", + "measure_col": "children", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d73881384a0f1b447e59be0efcc3ec16ffa2566 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25b-260e-78a3-a17a-d45a8e79086c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"all_groups\\\" AS (\\n SELECT DISTINCT \\\"children\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"filtered_ranked\\\" AS (\\n SELECT\\n \\\"children\\\" AS \\\"group_col\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"children\\\"\\n ORDER BY CAST(\\\"children\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"children\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" = '0'\\n),\\n\\\"conditional_quantile\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"filtered_ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT)\\n)\\nSELECT\\n g.\\\"children\\\",\\n q.\\\"conditional_percentile\\\"\\nFROM \\\"all_groups\\\" AS g\\nLEFT JOIN \\\"conditional_quantile\\\" AS q\\n ON g.\\\"children\\\" = q.\\\"group_col\\\"\\nORDER BY q.\\\"conditional_percentile\\\" DESC, g.\\\"children\\\";\",\"notes\":\"SQLite-compatible replacement for PERCENTILE_CONT using window functions and a nearest-rank 90th percentile. Identifiers are double-quoted, and numeric comparison/order is done via CAST because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21712,"cached_input_tokens":20864,"output_tokens":618}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7942dc719dc8ab2920e38bda282cab8c9961be57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"all_groups\" AS (\n SELECT DISTINCT \"children\"\n FROM \"m4\"\n),\n\"filtered_ranked\" AS (\n SELECT\n \"children\" AS \"group_col\",\n CAST(\"children\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY CAST(\"children\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"children\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"children\" = '0'\n),\n\"conditional_quantile\" AS (\n SELECT\n \"group_col\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"filtered_ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INT)\n)\nSELECT\n g.\"children\",\n q.\"conditional_percentile\"\nFROM \"all_groups\" AS g\nLEFT JOIN \"conditional_quantile\" AS q\n ON g.\"children\" = q.\"group_col\"\nORDER BY q.\"conditional_percentile\" DESC, g.\"children\";","notes":"SQLite-compatible replacement for PERCENTILE_CONT using window functions and a nearest-rank 90th percentile. Identifiers are double-quoted, and numeric comparison/order is done via CAST because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85956cafdf8c0ddc55ac48b04e1a055b55547dbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:39:13.111200Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:39:15.661282Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:39:32.820638Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a05aa92cf0e8418c79b70e9fb9b5891859eb9b37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children, condition_col=children. +Result preview: [{"children": "0", "conditional_percentile": 0.0}, {"children": "1", "conditional_percentile": null}, {"children": "2", "conditional_percentile": null}, {"children": "3", "conditional_percentile": null}, {"children": "4", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6211e5c2e379a5ba87482f05ac5aeef210193680 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_40c6143fe9d96382 +-- problem_id: v2p_m4_331497a5c0bf6e4b +-- realization_mode: agent +-- source_kind: agent +WITH "all_groups" AS ( + SELECT DISTINCT "children" + FROM "m4" +), +"filtered_ranked" AS ( + SELECT + "children" AS "group_col", + CAST("children" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "children" + ORDER BY CAST("children" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "children" + ) AS "cnt" + FROM "m4" + WHERE "children" = '0' +), +"conditional_quantile" AS ( + SELECT + "group_col", + "measure_value" AS "conditional_percentile" + FROM "filtered_ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999 AS INT) +) +SELECT + g."children", + q."conditional_percentile" +FROM "all_groups" AS g +LEFT JOIN "conditional_quantile" AS q + ON g."children" = q."group_col" +ORDER BY q."conditional_percentile" DESC, g."children"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8c4f39dadd277b124b478a6ec959654cdaaa489 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"all_groups\" AS (\n SELECT DISTINCT \"children\"\n FROM \"m4\"\n),\n\"filtered_ranked\" AS (\n SELECT\n \"children\" AS \"group_col\",\n CAST(\"children\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY CAST(\"children\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"children\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"children\" = '0'\n),\n\"conditional_quantile\" AS (\n SELECT\n \"group_col\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"filtered_ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INT)\n)\nSELECT\n g.\"children\",\n q.\"conditional_percentile\"\nFROM \"all_groups\" AS g\nLEFT JOIN \"conditional_quantile\" AS q\n ON g.\"children\" = q.\"group_col\"\nORDER BY q.\"conditional_percentile\" DESC, g.\"children\";", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"all_groups\\\" AS (\\n SELECT DISTINCT \\\"children\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"filtered_ranked\\\" AS (\\n SELECT\\n \\\"children\\\" AS \\\"group_col\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"children\\\"\\n ORDER BY CAST(\\\"children\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"children\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" = '0'\\n),\\n\\\"conditional_quantile\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"filtered_ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT)\\n)\\nSELECT\\n g.\\\"children\\\",\\n q.\\\"conditional_percentile\\\"\\nFROM \\\"all_groups\\\" AS g\\nLEFT JOIN \\\"conditional_quantile\\\" AS q\\n ON g.\\\"children\\\" = q.\\\"group_col\\\"\\nORDER BY q.\\\"conditional_percentile\\\" DESC, g.\\\"children\\\";\", \"columns\": [\"children\", \"conditional_percentile\"], \"rows\": [{\"children\": \"0\", \"conditional_percentile\": 0.0}, {\"children\": \"1\", \"conditional_percentile\": null}, {\"children\": \"2\", \"conditional_percentile\": null}, {\"children\": \"3\", \"conditional_percentile\": null}, {\"children\": \"4\", \"conditional_percentile\": null}, {\"children\": \"5\", \"conditional_percentile\": null}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9050f22cfb66bbcfade7d6d1e2e85f59298a72bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:39:12.899306+00:00", + "ended_at": "2026-05-04T09:39:33.652112+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_40c6143fe9d96382", + "problem_id": "v2p_m4_331497a5c0bf6e4b", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children, condition_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_40c6143fe9d96382.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_40c6143fe9d96382", + "api_calls": 0, + "input_tokens": 21712, + "cached_input_tokens": 20864, + "output_tokens": 618, + "total_tokens": 22330, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1622, + "estimated_output_tokens": 322, + "estimated_total_tokens": 1944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20710.41, + "sql_execution_elapsed_ms_total": 5.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_40c6143fe9d96382\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7f6ebe2924ae16de8d0073b4e35f2aa2b08ce49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_40c6143fe9d96382/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:39:33.636114+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20710.41, "started_at": "2026-05-04T09:39:12.901339+00:00", "ended_at": "2026-05-04T09:39:33.609752+00:00", "prompt_metrics": {"chars": 5800, "bytes_utf8": 5800, "lines": 185, "estimated_tokens": 1622}, "response_metrics": {"chars": 1165, "bytes_utf8": 1165, "lines": 1, "estimated_tokens": 322}, "usage": {"input_tokens": 21712, "cached_input_tokens": 20864, "output_tokens": 618}, "stderr_preview": "2026-05-04T09:39:13.111200Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:39:15.661282Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98914f51199752faad0f9f8b606d70254a59297c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-281c-7ab2-869c-4d7a9dac4f7a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied template tpl_m4_group_avg_numeric with group_col=\\\"region\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for a numeric mean in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":19840,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fc9d46db40a66c6cd283024adaaabf3577e67f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"region\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY avg_measure DESC;","notes":"Applied template tpl_m4_group_avg_numeric with group_col=\"region\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL for a numeric mean in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6ac33d29458f103091344fa9d3d8e8f3a8b593b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:33.976342Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:36.564742Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:45.616907Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9981f31524865e3d245d0e28cb13130910af1ff7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "southwest", "avg_measure": 39.39766081871345}, {"region": "northeast", "avg_measure": 39.243161094224924}, {"region": "northwest", "avg_measure": 39.08132530120482}, {"region": "southeast", "avg_measure": 38.762402088772845}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f1047267ce79368e1923d65cf89d28a33d27d8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_4113aa8db12a7279 +-- problem_id: v2p_m4_78a0a09b39995a61 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60d4cbae7aa76b4ddf19a914c4260fb5b808cb94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"region\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"region\", \"avg_measure\"], \"rows\": [{\"region\": \"southwest\", \"avg_measure\": 39.39766081871345}, {\"region\": \"northeast\", \"avg_measure\": 39.243161094224924}, {\"region\": \"northwest\", \"avg_measure\": 39.08132530120482}, {\"region\": \"southeast\", \"avg_measure\": 38.762402088772845}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..231d73e01dc8a8b0a4c447fab814a8f0725d382a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:19:33.765220+00:00", + "ended_at": "2026-05-04T09:19:46.810393+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_4113aa8db12a7279", + "problem_id": "v2p_m4_78a0a09b39995a61", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_4113aa8db12a7279.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4113aa8db12a7279", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 19840, + "output_tokens": 144, + "total_tokens": 21745, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 89, + "estimated_total_tokens": 1600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13010.59, + "sql_execution_elapsed_ms_total": 3.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_4113aa8db12a7279\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e936de23851397a379c718152428f5d5578e96f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4113aa8db12a7279/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:46.799629+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13010.59, "started_at": "2026-05-04T09:19:33.768135+00:00", "ended_at": "2026-05-04T09:19:46.778622+00:00", "prompt_metrics": {"chars": 5300, "bytes_utf8": 5300, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 338, "bytes_utf8": 338, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 21601, "cached_input_tokens": 19840, "output_tokens": 144}, "stderr_preview": "2026-05-04T09:19:33.976342Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:36.564742Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=children.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "region", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41a5e6378a3766fce425ca4f4d2196b92987c3b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-8295-70c3-a309-881e3bf52e5c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"region\\\",\\n SUM(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided Grouped Ratio of Two Conditions template with group_col=region and condition_col=children, using positive_value='0' and negative_value='1'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21810,"cached_input_tokens":20864,"output_tokens":194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ed9ca29c93343c6c0822a1e2084bedcf5c5d32d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"region\",\n SUM(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"region\"\n)\nSELECT \"region\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided Grouped Ratio of Two Conditions template with group_col=region and condition_col=children, using positive_value='0' and negative_value='1'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11ccc16b9f050bdc5d117953432421cb92bac62c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:14.664310Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:16.996469Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:35:26.275785Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..663cd9e1ff1a84d9b341f79b0ee4b8586dbf98b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=children. +Result preview: [{"region": "northeast", "condition_ratio": 1.8734177215189873}, {"region": "southwest", "condition_ratio": 1.8024691358024691}, {"region": "northwest", "condition_ratio": 1.7866666666666666}, {"region": "southeast", "condition_ratio": 1.6336633663366336}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e147e2e0817500b2c7fa69620622554980387c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_4569f5ece9b28130 +-- problem_id: v2p_m4_60f783bafc0e0659 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "region", + SUM(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "region" +) +SELECT "region", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26bd5a2b8751ecc68083012acc5a310d1dc18a1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"region\",\n SUM(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"region\"\n)\nSELECT \"region\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"region\\\",\\n SUM(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"region\", \"condition_ratio\"], \"rows\": [{\"region\": \"northeast\", \"condition_ratio\": 1.8734177215189873}, {\"region\": \"southwest\", \"condition_ratio\": 1.8024691358024691}, {\"region\": \"northwest\", \"condition_ratio\": 1.7866666666666666}, {\"region\": \"southeast\", \"condition_ratio\": 1.6336633663366336}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aeaf72b336495a6f1cc71bbdbbb6f61609fd123c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:35:14.394810+00:00", + "ended_at": "2026-05-04T09:35:27.121170+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_4569f5ece9b28130", + "problem_id": "v2p_m4_60f783bafc0e0659", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=children.", + "bindings": { + "group_col": "region", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_4569f5ece9b28130.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4569f5ece9b28130", + "api_calls": 0, + "input_tokens": 21810, + "cached_input_tokens": 20864, + "output_tokens": 194, + "total_tokens": 22004, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 178, + "estimated_total_tokens": 1898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12693.59, + "sql_execution_elapsed_ms_total": 2.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_4569f5ece9b28130\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cfdce8016c62c9f15af5ee87ec725dff5adf9ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4569f5ece9b28130/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:27.110918+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12693.59, "started_at": "2026-05-04T09:35:14.396512+00:00", "ended_at": "2026-05-04T09:35:27.090139+00:00", "prompt_metrics": {"chars": 6106, "bytes_utf8": 6106, "lines": 183, "estimated_tokens": 1720}, "response_metrics": {"chars": 708, "bytes_utf8": 708, "lines": 1, "estimated_tokens": 178}, "usage": {"input_tokens": 21810, "cached_input_tokens": 20864, "output_tokens": 194}, "stderr_preview": "2026-05-04T09:35:14.664310Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:16.996469Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2274d56448c1ca7b80e2bd3e064072e615815082 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-2f15-7cc1-934c-49f44ed2a263"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Two-Dimensional Group Average template with bindings group_col=sex, group_col_2=children, and measure_col=age. Cast \\\"age\\\" from TEXT to REAL for numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21656,"cached_input_tokens":19840,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a946e33f8a308bec99208bfb1c35dc5510b4c924 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;","notes":"Used the required Two-Dimensional Group Average template with bindings group_col=sex, group_col_2=children, and measure_col=age. Cast \"age\" from TEXT to REAL for numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dec24b9b380fa773c32e7b6ddaa16167a4a1f4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:20.126124Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:22.492636Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:31.235113Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ccc4bd08eac33e5144de2e71b8d3b3ec75a336 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age. +Result preview: [{"sex": "female", "children": "4", "avg_measure": 42.0}, {"sex": "female", "children": "3", "avg_measure": 41.864197530864196}, {"sex": "male", "children": "3", "avg_measure": 40.925925925925924}, {"sex": "female", "children": "2", "avg_measure": 40.057377049180324}, {"sex": "female", "children": "1", "avg_measure": 39.644171779141104}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bcc8822be6d250bd9d152baf98c040b5ab8cfda1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_481987bb936cc412 +-- problem_id: v2p_m4_41a3b6b9a79d0196 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e493a2b3654486218182ee03ad906fd99fd7f43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"children\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"children\": \"4\", \"avg_measure\": 42.0}, {\"sex\": \"female\", \"children\": \"3\", \"avg_measure\": 41.864197530864196}, {\"sex\": \"male\", \"children\": \"3\", \"avg_measure\": 40.925925925925924}, {\"sex\": \"female\", \"children\": \"2\", \"avg_measure\": 40.057377049180324}, {\"sex\": \"female\", \"children\": \"1\", \"avg_measure\": 39.644171779141104}, {\"sex\": \"male\", \"children\": \"1\", \"avg_measure\": 38.97687861271676}, {\"sex\": \"male\", \"children\": \"2\", \"avg_measure\": 38.53968253968254}, {\"sex\": \"female\", \"children\": \"0\", \"avg_measure\": 38.48148148148148}, {\"sex\": \"male\", \"children\": \"0\", \"avg_measure\": 38.38175675675676}, {\"sex\": \"female\", \"children\": \"5\", \"avg_measure\": 37.22222222222222}, {\"sex\": \"male\", \"children\": \"4\", \"avg_measure\": 36.4}, {\"sex\": \"male\", \"children\": \"5\", \"avg_measure\": 34.916666666666664}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1735ddb066ea163fcfe95788e3bbd2901e7d2b14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:28:19.847399+00:00", + "ended_at": "2026-05-04T09:28:32.086904+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_481987bb936cc412", + "problem_id": "v2p_m4_41a3b6b9a79d0196", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_481987bb936cc412.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_481987bb936cc412", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 19840, + "output_tokens": 120, + "total_tokens": 21776, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12201.12, + "sql_execution_elapsed_ms_total": 3.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_481987bb936cc412\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3abe28a247581ca40545e3b818498173f2bf868c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_481987bb936cc412/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:32.074218+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12201.12, "started_at": "2026-05-04T09:28:19.849411+00:00", "ended_at": "2026-05-04T09:28:32.050472+00:00", "prompt_metrics": {"chars": 5461, "bytes_utf8": 5461, "lines": 182, "estimated_tokens": 1566}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21656, "cached_input_tokens": 19840, "output_tokens": 120}, "stderr_preview": "2026-05-04T09:28:20.126124Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:22.492636Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=smoker.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "region", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..124a337df2f460fe31b67bd8461cac8a1e288950 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-b6e9-7621-8e74-d59dbc0d8eae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"region\\\",\\n SUM(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the required template with group_col bound to \\\"region\\\" and condition_col bound to \\\"smoker\\\", computing the ratio of non-smokers to smokers per region. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21812,"cached_input_tokens":20864,"output_tokens":197}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3439e551ac25aa64eab85b05cf66e7c32c28e793 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"region\",\n SUM(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"region\"\n)\nSELECT \"region\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the required template with group_col bound to \"region\" and condition_col bound to \"smoker\", computing the ratio of non-smokers to smokers per region. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c62cf6dba579e20ec19d4a09c00dad71027cdbb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:22.515473Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:24.871623Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:33.694926Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..215477580810f8be6d062f2206bc11f54ac770e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=smoker. +Result preview: [{"region": "southwest", "condition_ratio": 4.796610169491525}, {"region": "northwest", "condition_ratio": 4.627118644067797}, {"region": "northeast", "condition_ratio": 3.838235294117647}, {"region": "southeast", "condition_ratio": 2.9895833333333335}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5344e55c2314d07f52675ceb61e1b7fbd76ec3e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_49297d9c933b8f0d +-- problem_id: v2p_m4_ec2d65066daeb2fa +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "region", + SUM(CASE WHEN "smoker" = 'no' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "smoker" = 'yes' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "region" +) +SELECT "region", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d1b7735a98052fe3a0a4ac8b10de5600e1e6d7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"region\",\n SUM(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"region\"\n)\nSELECT \"region\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"region\\\",\\n SUM(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT \\\"region\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"region\", \"condition_ratio\"], \"rows\": [{\"region\": \"southwest\", \"condition_ratio\": 4.796610169491525}, {\"region\": \"northwest\", \"condition_ratio\": 4.627118644067797}, {\"region\": \"northeast\", \"condition_ratio\": 3.838235294117647}, {\"region\": \"southeast\", \"condition_ratio\": 2.9895833333333335}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..39d06a601b23c472217a8ee3f2c077215de46d80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:34:22.275991+00:00", + "ended_at": "2026-05-04T09:34:34.445276+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_49297d9c933b8f0d", + "problem_id": "v2p_m4_ec2d65066daeb2fa", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=region, condition_col=smoker.", + "bindings": { + "group_col": "region", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_49297d9c933b8f0d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_49297d9c933b8f0d", + "api_calls": 0, + "input_tokens": 21812, + "cached_input_tokens": 20864, + "output_tokens": 197, + "total_tokens": 22009, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 181, + "estimated_total_tokens": 1903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12133.47, + "sql_execution_elapsed_ms_total": 2.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_49297d9c933b8f0d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c81279aeb2557f6c99041e6a7aa9eccd916533ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_49297d9c933b8f0d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:34.433751+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12133.47, "started_at": "2026-05-04T09:34:22.280466+00:00", "ended_at": "2026-05-04T09:34:34.408717+00:00", "prompt_metrics": {"chars": 6105, "bytes_utf8": 6105, "lines": 183, "estimated_tokens": 1722}, "response_metrics": {"chars": 703, "bytes_utf8": 703, "lines": 1, "estimated_tokens": 181}, "usage": {"input_tokens": 21812, "cached_input_tokens": 20864, "output_tokens": 197}, "stderr_preview": "2026-05-04T09:34:22.515473Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:24.871623Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=region.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "region", + "predicate_col": "sex", + "predicate_op": "=", + "predicate_value": "female", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e19cf3301a43c2adc286c3c2d335209a5b377797 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df261-0f57-71d0-ba9d-87ec3f56c75c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"sex\\\" = 'female'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col=\\\"region\\\" and filter \\\"sex\\\" = 'female' on the single table \\\"m4\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21648,"cached_input_tokens":20864,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf9e3230fa79d32043f596bba681504db82b7fae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"sex\" = 'female'\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 14;","notes":"Applied the required Filtered Top-k Group Count template with group_col=\"region\" and filter \"sex\" = 'female' on the single table \"m4\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93e9a3d4e46a7d3dc3b468af6be58bc40e49cdb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,35 @@ +2026-05-04T09:45:40.525855Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:45:45.549511Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T09:45:45.554320Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T09:45:45.574548Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:45:45.579148Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected before completion: tls handshake eof +2026-05-04T09:45:50.697294Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:45:50.698236Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 183ms)... +2026-05-04T09:46:00.495906Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2f6000ee836add8fb71a3750cfad25d3932a1bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=region. +Result preview: [{"region": "southeast", "support": 364}, {"region": "southwest", "support": 340}, {"region": "northwest", "support": 338}, {"region": "northeast", "support": 324}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc8042cd8629db1eb92e981da07be3815742388e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_4b57b2703dc8e9b8 +-- problem_id: v2p_m4_1badbb2779818d51 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE "sex" = 'female' +GROUP BY "region" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88ef21895468a31243e240b00528baecc3703262 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"sex\" = 'female'\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"sex\\\" = 'female'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"region\", \"support\"], \"rows\": [{\"region\": \"southeast\", \"support\": 364}, {\"region\": \"southwest\", \"support\": 340}, {\"region\": \"northwest\", \"support\": 338}, {\"region\": \"northeast\", \"support\": 324}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5309cceef4ba4122b464e25177fcbe7f224e3d9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:45:40.273378+00:00", + "ended_at": "2026-05-04T09:46:01.492612+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_4b57b2703dc8e9b8", + "problem_id": "v2p_m4_1badbb2779818d51", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=region.", + "bindings": { + "group_col": "region", + "predicate_col": "sex", + "predicate_op": "=", + "predicate_value": "female", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_4b57b2703dc8e9b8.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4b57b2703dc8e9b8", + "api_calls": 0, + "input_tokens": 21648, + "cached_input_tokens": 20864, + "output_tokens": 142, + "total_tokens": 21790, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1560, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1653, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21184.76, + "sql_execution_elapsed_ms_total": 3.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_4b57b2703dc8e9b8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88f8d4097e1545f6949ff892ce63b7025f4a4d83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:46:01.476815+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21184.76, "started_at": "2026-05-04T09:45:40.275908+00:00", "ended_at": "2026-05-04T09:46:01.460640+00:00", "prompt_metrics": {"chars": 5484, "bytes_utf8": 5484, "lines": 182, "estimated_tokens": 1560}, "response_metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21648, "cached_input_tokens": 20864, "output_tokens": 142}, "stderr_preview": "2026-05-04T09:45:40.525855Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:45:45.549511Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: \"https://chatgpt.com/backend-api/wham/apps\", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: \"unexpected EOF during handshake\" }) }))\n2026-05-04T09:45:45.554320Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T09:45:45.574548Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses\n2026-05-04T09:45:45.579148Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"sex\\\" = 'female'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col=\\\"region\\\" and filter \\\"sex\\\" = 'female' on the single table \\\"m4\\\".\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..35ebdc171125684ff4346e1a0754e9d3eb802c57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4b57b2703dc8e9b8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4b57b2703dc8e9b8", + "api_calls": 0, + "input_tokens": 21648, + "cached_input_tokens": 20864, + "output_tokens": 142, + "total_tokens": 21790, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1560, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1653, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21184.76, + "sql_execution_elapsed_ms_total": 3.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_4b57b2703dc8e9b8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6521073235c5ad3916b823914cee1222ecf124bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6121, "bytes_utf8": 6121, "lines": 183, "estimated_tokens": 1725}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 695, "bytes_utf8": 695, "lines": 1, "estimated_tokens": 177}, "usage": {"input_tokens": 21815, "cached_input_tokens": 20864, "output_tokens": 199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..614686b347f3dc09b229cfc6f1decd39003f1553 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4c5bcf5ee715b5c5", + "api_calls": 0, + "input_tokens": 21815, + "cached_input_tokens": 20864, + "output_tokens": 199, + "total_tokens": 22014, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1725, + "estimated_output_tokens": 177, + "estimated_total_tokens": 1902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12542.19, + "sql_execution_elapsed_ms_total": 2.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_4c5bcf5ee715b5c5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f836ee57f000203cf76e12cc3729dd36c3a4732 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:34:34.449905+00:00", + "ended_at": "2026-05-04T09:34:46.992410+00:00", + "elapsed_ms": 12542.19, + "prompt_metrics": { + "chars": 6121, + "bytes_utf8": 6121, + "lines": 183, + "estimated_tokens": 1725 + }, + "stdout_metrics": { + "chars": 1034, + "bytes_utf8": 1034, + "lines": 4, + "estimated_tokens": 293 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 695, + "bytes_utf8": 695, + "lines": 1, + "estimated_tokens": 177 + }, + "usage": { + "input_tokens": 21815, + "cached_input_tokens": 20864, + "output_tokens": 199 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52ee981ce7ce1a88897afdf679ec27cddfdc665e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=region.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "sex", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff309c0da3e1fa55d41b1e4700cbf867129283e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-e680-7ab3-a0c0-faf7b746b4f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sex\\\",\\n SUM(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"region\\\" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT \\\"sex\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the planned template exactly with group_col=\\\"sex\\\" and condition_col=\\\"region\\\", using positive_value='southeast' and negative_value='southwest'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21815,"cached_input_tokens":20864,"output_tokens":199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a23cc9efb9e62cdb46de90b7d7bc3d3055016d96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sex\",\n SUM(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"region\" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"sex\"\n)\nSELECT \"sex\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the planned template exactly with group_col=\"sex\" and condition_col=\"region\", using positive_value='southeast' and negative_value='southwest'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac7bdc41fef63a3f2a6304c202e085fd564862f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:34.706183Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:37.204573Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:46.041590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..18cd9ed8258fed68984323ae935f81fbaba48686 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=region. +Result preview: [{"sex": "male", "condition_ratio": 1.1686046511627908}, {"sex": "female", "condition_ratio": 1.0705882352941176}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..738b3141b9d09e243fb185f03d5d3f9c0b5935a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_4c5bcf5ee715b5c5 +-- problem_id: v2p_m4_da58f0ab8d265211 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "sex", + SUM(CASE WHEN "region" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "region" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "sex" +) +SELECT "sex", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc574ea71594f15c710cb0dad498cddbfeffb5ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"sex\",\n SUM(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"region\" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"sex\"\n)\nSELECT \"sex\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"sex\\\",\\n SUM(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"region\\\" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"sex\\\"\\n)\\nSELECT \\\"sex\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"sex\", \"condition_ratio\"], \"rows\": [{\"sex\": \"male\", \"condition_ratio\": 1.1686046511627908}, {\"sex\": \"female\", \"condition_ratio\": 1.0705882352941176}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..11fd627cda84f4c8d72d4b51dd7b313afb9f41b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:34:34.448049+00:00", + "ended_at": "2026-05-04T09:34:47.022610+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_4c5bcf5ee715b5c5", + "problem_id": "v2p_m4_da58f0ab8d265211", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=sex, condition_col=region.", + "bindings": { + "group_col": "sex", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_4c5bcf5ee715b5c5.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4c5bcf5ee715b5c5", + "api_calls": 0, + "input_tokens": 21815, + "cached_input_tokens": 20864, + "output_tokens": 199, + "total_tokens": 22014, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1725, + "estimated_output_tokens": 177, + "estimated_total_tokens": 1902, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12542.19, + "sql_execution_elapsed_ms_total": 2.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_4c5bcf5ee715b5c5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0614143828e80c29be3d214f9ee9866429ab7304 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4c5bcf5ee715b5c5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:47.011731+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12542.19, "started_at": "2026-05-04T09:34:34.449905+00:00", "ended_at": "2026-05-04T09:34:46.992410+00:00", "prompt_metrics": {"chars": 6121, "bytes_utf8": 6121, "lines": 183, "estimated_tokens": 1725}, "response_metrics": {"chars": 695, "bytes_utf8": 695, "lines": 1, "estimated_tokens": 177}, "usage": {"input_tokens": 21815, "cached_input_tokens": 20864, "output_tokens": 199}, "stderr_preview": "2026-05-04T09:34:34.706183Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:37.204573Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..caa904ccfafd36ab215e3728ae7eeae35d4473d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-b294-79c1-b260-6ed1b2d6abb7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"smoker\\\";\",\"notes\":\"Used the planned Support-Guarded Group Average template with group_col=\\\"smoker\\\" and measure_col=\\\"age\\\". CAST(\\\"age\\\" AS REAL) is applied because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21644,"cached_input_tokens":20864,"output_tokens":155}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e6deb4c618eb448976f8f4d6ac9664df730023d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"smoker\"\nHAVING COUNT(*) > 5\nORDER BY \"smoker\";","notes":"Used the planned Support-Guarded Group Average template with group_col=\"smoker\" and measure_col=\"age\". CAST(\"age\" AS REAL) is applied because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..191037a0e1455ab45cc92975bdfe6108656f577a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:26.033417Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:28.348140Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:35.763583Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..14135df2e9ea848167d2be5c2d15e52198e8d1a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "no", "avg_measure": 39.27536231884058, "support": 2208}, {"smoker": "yes", "avg_measure": 38.46099290780142, "support": 564}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0cb750fb34078032f2ea9f0dcda729a0d8bc7ad1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_4fd176a133c9fe63 +-- problem_id: v2p_m4_82a2abf67068b5c6 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "smoker" +HAVING COUNT(*) > 5 +ORDER BY "smoker"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb6d9dcce3a3f7f645617d677129568a8f68b57e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"smoker\"\nHAVING COUNT(*) > 5\nORDER BY \"smoker\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"smoker\\\";\", \"columns\": [\"smoker\", \"avg_measure\", \"support\"], \"rows\": [{\"smoker\": \"no\", \"avg_measure\": 39.27536231884058, \"support\": 2208}, {\"smoker\": \"yes\", \"avg_measure\": 38.46099290780142, \"support\": 564}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..633c1c8238f64aa8619fc984f4321b448e34e9ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:23:25.825328+00:00", + "ended_at": "2026-05-04T09:23:36.597468+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_4fd176a133c9fe63", + "problem_id": "v2p_m4_82a2abf67068b5c6", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_4fd176a133c9fe63.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4fd176a133c9fe63", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 155, + "total_tokens": 21799, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10740.73, + "sql_execution_elapsed_ms_total": 2.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_4fd176a133c9fe63\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f90f35e9481734aa1b5b9586681da0917ec5f544 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:36.586931+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10740.73, "started_at": "2026-05-04T09:23:25.826620+00:00", "ended_at": "2026-05-04T09:23:36.568505+00:00", "prompt_metrics": {"chars": 5436, "bytes_utf8": 5436, "lines": 180, "estimated_tokens": 1556}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21644, "cached_input_tokens": 20864, "output_tokens": 155}, "stderr_preview": "2026-05-04T09:23:26.033417Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:28.348140Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"smoker\\\";\",\"notes\":\"Used the planned Support-Guarded Group Average template with group_col=\\\"smoker\\\" and measure_col=\\\"age\\\". CAST(\\\"age\\\" AS REAL) is applied because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f22b6b7b8f5868c556b2c332aa186419c27fa721 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_4fd176a133c9fe63/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_4fd176a133c9fe63", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 155, + "total_tokens": 21799, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10740.73, + "sql_execution_elapsed_ms_total": 2.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_4fd176a133c9fe63\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3d55c6b57ef471c2ebcaac3d7950aa7c95102d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5230, "bytes_utf8": 5230, "lines": 178, "estimated_tokens": 1502}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21590, "cached_input_tokens": 20864, "output_tokens": 132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ca8c4e2b415f010cf5afc201f918ba27139adb12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_503dcfe732c0a741", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 21722, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1602, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11134.53, + "sql_execution_elapsed_ms_total": 2.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_503dcfe732c0a741\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff825c0f477fbc13a2e2607ffbf4265c64d1cf88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:55:12.391231+00:00", + "ended_at": "2026-05-04T09:55:23.525910+00:00", + "elapsed_ms": 11134.53, + "prompt_metrics": { + "chars": 5230, + "bytes_utf8": 5230, + "lines": 178, + "estimated_tokens": 1502 + }, + "stdout_metrics": { + "chars": 681, + "bytes_utf8": 681, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13244 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 367, + "bytes_utf8": 367, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 132 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..691e6356921e0c29602deaf8dee8ec841d1bf306 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "age", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87717f50d29ebed214b3aad01df306e104aa9e77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df269-ca16-7ea2-8c04-32133ec19f7b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to age and measure_threshold fixed at 51.0. Casted \\\"age\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21590,"cached_input_tokens":20864,"output_tokens":132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f25e8c5f5fe64aed3519a78468c6439c2903fbfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to age and measure_threshold fixed at 51.0. Casted \"age\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a8ed50f25e5dd8574d467f1040bf74ef95dce95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:55:12.578684Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:55:14.968426Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:55:22.594591Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6305b0c2e9fc098b52099c45eb31b6eda10c82ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age. +Result preview: [{"empirical_cdf_at_threshold": 0.7554112554112554}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d836a1a1a142883fdb04862b135f0c939fed25c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_503dcfe732c0a741 +-- problem_id: v2p_m4_bb6e3a2d2c0bebb9 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("age" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbf824ced4ae956199a2d59b39269c71098e9a66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7554112554112554}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9df867b8f4a40146042ddba0b33f0c07fa5d200a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:55:12.389409+00:00", + "ended_at": "2026-05-04T09:55:23.561703+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_503dcfe732c0a741", + "problem_id": "v2p_m4_bb6e3a2d2c0bebb9", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "bindings": { + "measure_col": "age", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_503dcfe732c0a741.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_503dcfe732c0a741", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 21722, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1602, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11134.53, + "sql_execution_elapsed_ms_total": 2.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_503dcfe732c0a741\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e61200ebb3df41f5217c7c913710b1e4510845db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_503dcfe732c0a741/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:55:23.549986+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11134.53, "started_at": "2026-05-04T09:55:12.391231+00:00", "ended_at": "2026-05-04T09:55:23.525910+00:00", "prompt_metrics": {"chars": 5230, "bytes_utf8": 5230, "lines": 178, "estimated_tokens": 1502}, "response_metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21590, "cached_input_tokens": 20864, "output_tokens": 132}, "stderr_preview": "2026-05-04T09:55:12.578684Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:55:14.968426Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age, condition_col=smoker.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "condition_col": "smoker", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c841d6fc08eb95d75571d867bfe3d5df0ec05bc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25b-efdf-7402-9cb5-4caf5586f69a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"smoker\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\" AS \\\"group_col\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'yes'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n g.\\\"smoker\\\",\\n (\\n SELECT r.\\\"measure_col\\\"\\n FROM \\\"ranked\\\" r\\n WHERE r.\\\"group_col\\\" = g.\\\"smoker\\\"\\n AND r.\\\"rn\\\" = CAST(((9 * r.\\\"cnt\\\") + 9) / 10 AS INTEGER)\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\" g\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within the filtered smoker='yes' slice. \\\"age\\\" is cast from TEXT to REAL, and grouping is preserved for all smoker values, yielding NULL for groups outside the filter.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21717,"cached_input_tokens":20864,"output_tokens":1420}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..924f8fe678808cb606a1b056a6ba5e4c1bbe5197 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"smoker\"\n FROM \"m4\"\n),\n\"filtered\" AS (\n SELECT\n \"smoker\" AS \"group_col\",\n CAST(\"age\" AS REAL) AS \"measure_col\"\n FROM \"m4\"\n WHERE \"smoker\" = 'yes'\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n g.\"smoker\",\n (\n SELECT r.\"measure_col\"\n FROM \"ranked\" r\n WHERE r.\"group_col\" = g.\"smoker\"\n AND r.\"rn\" = CAST(((9 * r.\"cnt\") + 9) / 10 AS INTEGER)\n ) AS \"conditional_percentile\"\nFROM \"groups\" g\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation within the filtered smoker='yes' slice. \"age\" is cast from TEXT to REAL, and grouping is preserved for all smoker values, yielding NULL for groups outside the filter."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69f0beadaeffa5841640274f23338037f14be3af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:40:04.785834Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:40:07.149708Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:40:38.031646Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..013e438389fbf60f5a81d2adcceb6b3706f0164e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age, condition_col=smoker. +Result preview: [{"smoker": "yes", "conditional_percentile": 59.0}, {"smoker": "no", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc8f73b5dff86dfebcbbe0271563c6386f5b9030 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_51fdd1b90eb1e60d +-- problem_id: v2p_m4_69e2a9947e6848a7 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "smoker" + FROM "m4" +), +"filtered" AS ( + SELECT + "smoker" AS "group_col", + CAST("age" AS REAL) AS "measure_col" + FROM "m4" + WHERE "smoker" = 'yes' +), +"ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +) +SELECT + g."smoker", + ( + SELECT r."measure_col" + FROM "ranked" r + WHERE r."group_col" = g."smoker" + AND r."rn" = CAST(((9 * r."cnt") + 9) / 10 AS INTEGER) + ) AS "conditional_percentile" +FROM "groups" g +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57d4e9e13f4d0196d488143661ccacce91bb8681 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"smoker\"\n FROM \"m4\"\n),\n\"filtered\" AS (\n SELECT\n \"smoker\" AS \"group_col\",\n CAST(\"age\" AS REAL) AS \"measure_col\"\n FROM \"m4\"\n WHERE \"smoker\" = 'yes'\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n g.\"smoker\",\n (\n SELECT r.\"measure_col\"\n FROM \"ranked\" r\n WHERE r.\"group_col\" = g.\"smoker\"\n AND r.\"rn\" = CAST(((9 * r.\"cnt\") + 9) / 10 AS INTEGER)\n ) AS \"conditional_percentile\"\nFROM \"groups\" g\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"smoker\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\" AS \\\"group_col\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'yes'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n g.\\\"smoker\\\",\\n (\\n SELECT r.\\\"measure_col\\\"\\n FROM \\\"ranked\\\" r\\n WHERE r.\\\"group_col\\\" = g.\\\"smoker\\\"\\n AND r.\\\"rn\\\" = CAST(((9 * r.\\\"cnt\\\") + 9) / 10 AS INTEGER)\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\" g\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"smoker\", \"conditional_percentile\"], \"rows\": [{\"smoker\": \"yes\", \"conditional_percentile\": 59.0}, {\"smoker\": \"no\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d6ac67e5ba95a3ce8ea089ec13ff6895f80084f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:40:04.532086+00:00", + "ended_at": "2026-05-04T09:40:38.863736+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_51fdd1b90eb1e60d", + "problem_id": "v2p_m4_69e2a9947e6848a7", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age, condition_col=smoker.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "condition_col": "smoker", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_51fdd1b90eb1e60d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_51fdd1b90eb1e60d", + "api_calls": 0, + "input_tokens": 21717, + "cached_input_tokens": 20864, + "output_tokens": 1420, + "total_tokens": 23137, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1627, + "estimated_output_tokens": 318, + "estimated_total_tokens": 1945, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34296.71, + "sql_execution_elapsed_ms_total": 3.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_51fdd1b90eb1e60d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fdc1a8142e061902f77fb3c62efb9ffe0dcc7df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_51fdd1b90eb1e60d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:40:38.851830+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 34296.71, "started_at": "2026-05-04T09:40:04.533781+00:00", "ended_at": "2026-05-04T09:40:38.830521+00:00", "prompt_metrics": {"chars": 5792, "bytes_utf8": 5792, "lines": 185, "estimated_tokens": 1627}, "response_metrics": {"chars": 1090, "bytes_utf8": 1090, "lines": 1, "estimated_tokens": 318}, "usage": {"input_tokens": 21717, "cached_input_tokens": 20864, "output_tokens": 1420}, "stderr_preview": "2026-05-04T09:40:04.785834Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:40:07.149708Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "10096.97", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a01efb621c7942ce718b5b9d1a6158d7561ab862 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-b3c0-7420-961b-471555a951df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the requested Two-Axis Target Rate Surface template with group_col=\\\"sex\\\", group_col_2=\\\"children\\\", and target_col=\\\"charges\\\". Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21704,"cached_input_tokens":19840,"output_tokens":224}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..95ac96fbec4559ab30df33304172121fa41b55f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY \"target_rate\" DESC;","notes":"Used the requested Two-Axis Target Rate Surface template with group_col=\"sex\", group_col_2=\"children\", and target_col=\"charges\". Cast \"charges\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b52300722194dfef274b11f19be45fb763c4429 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:31.865012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:34.243473Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:43.314701Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a6c25e5bf0be77155d338651576f5c8a367b10c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=children, target_col=charges. +Result preview: [{"sex": "male", "children": "5", "target_rate": 0.16666666666666666}, {"sex": "female", "children": "0", "target_rate": 0.0}, {"sex": "female", "children": "1", "target_rate": 0.0}, {"sex": "female", "children": "2", "target_rate": 0.0}, {"sex": "female", "children": "3", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..359dce3caffd8dc790dde9ee37a10e6158c88cc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_535b7b7bbcb9c99b +-- problem_id: v2p_m4_9d7854e881fd46d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN CAST("charges" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "children" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ec9d92f0410710c27711f07a8d8c11fd1d24602 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"sex\", \"children\", \"target_rate\"], \"rows\": [{\"sex\": \"male\", \"children\": \"5\", \"target_rate\": 0.16666666666666666}, {\"sex\": \"female\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"1\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"5\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"1\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"4\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad4cf7725d8d82589bbcc98e12b0a9a089fa4fde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:24:31.687163+00:00", + "ended_at": "2026-05-04T09:24:44.086536+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_535b7b7bbcb9c99b", + "problem_id": "v2p_m4_9d7854e881fd46d9", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "10096.97", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_535b7b7bbcb9c99b.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_535b7b7bbcb9c99b", + "api_calls": 0, + "input_tokens": 21704, + "cached_input_tokens": 19840, + "output_tokens": 224, + "total_tokens": 21928, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1614, + "estimated_output_tokens": 127, + "estimated_total_tokens": 1741, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12361.39, + "sql_execution_elapsed_ms_total": 4.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_535b7b7bbcb9c99b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..359ae0cbfb7b2c834593b5cf02676d988f57048f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_535b7b7bbcb9c99b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:44.072657+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12361.39, "started_at": "2026-05-04T09:24:31.688928+00:00", "ended_at": "2026-05-04T09:24:44.048966+00:00", "prompt_metrics": {"chars": 5603, "bytes_utf8": 5603, "lines": 183, "estimated_tokens": 1614}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 21704, "cached_input_tokens": 19840, "output_tokens": 224}, "stderr_preview": "2026-05-04T09:24:31.865012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:34.243473Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f92300a01b09acda0a89e3305b9ee4619687f19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-ce2b-78b0-a6d3-01ea06cbddfb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"region\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=region and measure_col=age. Cast \\\"age\\\" from TEXT to REAL for a SQLite-compatible numeric average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21642,"cached_input_tokens":19840,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b9115bb49b4c4838c756a23eb0a166e85dae671 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"region\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"region\"\nHAVING COUNT(*) > 5\nORDER BY \"region\";","notes":"Used the provided Support-Guarded Group Average template with group_col=region and measure_col=age. Cast \"age\" from TEXT to REAL for a SQLite-compatible numeric average."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60c1a4433e76d757e6c646c5f24d521c67bc541a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:27.550809Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:29.949691Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:37.691654Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b1e1b039719685465cdfe7a6a7e2f271a19242b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "northeast", "avg_measure": 39.243161094224924, "support": 658}, {"region": "northwest", "avg_measure": 39.08132530120482, "support": 664}, {"region": "southeast", "avg_measure": 38.762402088772845, "support": 766}, {"region": "southwest", "avg_measure": 39.39766081871345, "support": 684}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fd829cc5a51671d9b391450ef814f5dc8344b86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_53fe92b2a2c3b031 +-- problem_id: v2p_m4_41c0624c587d4e29 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "region" +HAVING COUNT(*) > 5 +ORDER BY "region"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18dc2c82a24960269e6655b90bc5ecebc8031057 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"region\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"region\"\nHAVING COUNT(*) > 5\nORDER BY \"region\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"region\\\";\", \"columns\": [\"region\", \"avg_measure\", \"support\"], \"rows\": [{\"region\": \"northeast\", \"avg_measure\": 39.243161094224924, \"support\": 658}, {\"region\": \"northwest\", \"avg_measure\": 39.08132530120482, \"support\": 664}, {\"region\": \"southeast\", \"avg_measure\": 38.762402088772845, \"support\": 766}, {\"region\": \"southwest\", \"avg_measure\": 39.39766081871345, \"support\": 684}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97181f2a6520c636bc210759a79ad21a55804ed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:22:27.362307+00:00", + "ended_at": "2026-05-04T09:22:38.615708+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_53fe92b2a2c3b031", + "problem_id": "v2p_m4_41c0624c587d4e29", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_53fe92b2a2c3b031.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_53fe92b2a2c3b031", + "api_calls": 0, + "input_tokens": 21642, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 21780, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1554, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11219.96, + "sql_execution_elapsed_ms_total": 2.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_53fe92b2a2c3b031\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3de075cf35533f6575375f1313cfcb005bcfd533 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:38.604973+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11219.96, "started_at": "2026-05-04T09:22:27.363966+00:00", "ended_at": "2026-05-04T09:22:38.584368+00:00", "prompt_metrics": {"chars": 5438, "bytes_utf8": 5438, "lines": 180, "estimated_tokens": 1554}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21642, "cached_input_tokens": 19840, "output_tokens": 138}, "stderr_preview": "2026-05-04T09:22:27.550809Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:29.949691Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"region\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=region and measure_col=age. Cast \\\"age\\\" from TEXT to REAL for a SQLite-compatible numeric average.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3aa656f74dc84121d9e71acc9d317f640e48505d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_53fe92b2a2c3b031/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_53fe92b2a2c3b031", + "api_calls": 0, + "input_tokens": 21642, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 21780, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1554, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1658, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11219.96, + "sql_execution_elapsed_ms_total": 2.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_53fe92b2a2c3b031\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e7d5e3eff7e7a3aadeeb39e2d01c129a74ed035 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5488, "bytes_utf8": 5488, "lines": 182, "estimated_tokens": 1563}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21651, "cached_input_tokens": 20864, "output_tokens": 174}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7fbbe98e062364a065f734b973679d08e8a1020 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_54f79e6a30b17da9", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 20864, + "output_tokens": 174, + "total_tokens": 21825, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11951.13, + "sql_execution_elapsed_ms_total": 2.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_54f79e6a30b17da9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..24ea808cf0e7f93ff71abd0101fffb085030779e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:46:43.122838+00:00", + "ended_at": "2026-05-04T09:46:55.073926+00:00", + "elapsed_ms": 11951.13, + "prompt_metrics": { + "chars": 5488, + "bytes_utf8": 5488, + "lines": 182, + "estimated_tokens": 1563 + }, + "stdout_metrics": { + "chars": 765, + "bytes_utf8": 765, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13230 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 439, + "bytes_utf8": 439, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 21651, + "cached_input_tokens": 20864, + "output_tokens": 174 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f08ee034be56a50156178a96063c0c2f0b45e159 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecea4c4e704e71fe53186dac6fc54f673bf8ddf7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df262-04bc-7d70-a08a-d68c87a470fb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"children\\\" AS REAL) >= 2.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"children\\\" and predicate on \\\"children\\\" >= 2.0. Used CAST for SQLite-safe numeric comparison because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21651,"cached_input_tokens":20864,"output_tokens":174}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c430f2e87465fd006816c719a8a54ea4e5e6245c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"children\" AS REAL) >= 2.0\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 11;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"children\" and predicate on \"children\" >= 2.0. Used CAST for SQLite-safe numeric comparison because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9011188a8150464486cf54b560fd462a4d550cfb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:46:43.327688Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:46:45.784298Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:46:54.114353Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7223131e52e9e0ef5c8a4b0806d820ea2cc99d90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children. +Result preview: [{"children": "2", "support": 496}, {"children": "3", "support": 324}, {"children": "4", "support": 52}, {"children": "5", "support": 42}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb727d0bf038700c995958c3e191e534038a6b42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_54f79e6a30b17da9 +-- problem_id: v2p_m4_4767f11b866c1e95 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("children" AS REAL) >= 2.0 +GROUP BY "children" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d5ba44bb6e7cf127cd85a60396a2ab9c95dbb0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"children\" AS REAL) >= 2.0\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"children\\\" AS REAL) >= 2.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"2\", \"support\": 496}, {\"children\": \"3\", \"support\": 324}, {\"children\": \"4\", \"support\": 52}, {\"children\": \"5\", \"support\": 42}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d05fd58844f30a977b84c65771cb6d530b7bc361 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:46:43.120489+00:00", + "ended_at": "2026-05-04T09:46:55.120575+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_54f79e6a30b17da9", + "problem_id": "v2p_m4_4767f11b866c1e95", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_54f79e6a30b17da9.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_54f79e6a30b17da9", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 20864, + "output_tokens": 174, + "total_tokens": 21825, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11951.13, + "sql_execution_elapsed_ms_total": 2.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_54f79e6a30b17da9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0977cec7e6980bdf44ce179ec852d5f329a6d7ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:46:55.107821+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11951.13, "started_at": "2026-05-04T09:46:43.122838+00:00", "ended_at": "2026-05-04T09:46:55.073926+00:00", "prompt_metrics": {"chars": 5488, "bytes_utf8": 5488, "lines": 182, "estimated_tokens": 1563}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21651, "cached_input_tokens": 20864, "output_tokens": 174}, "stderr_preview": "2026-05-04T09:46:43.327688Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:46:45.784298Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 2.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"children\\\" and predicate on \\\"children\\\" >= 2.0. Used CAST for SQLite-safe numeric comparison because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..20c0dcb602a5b5724c5b82b16fc21336ac020735 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_54f79e6a30b17da9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_54f79e6a30b17da9", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 20864, + "output_tokens": 174, + "total_tokens": 21825, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11951.13, + "sql_execution_elapsed_ms_total": 2.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_54f79e6a30b17da9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7442ed765c63820348bbbbe0586c216ebcff08bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5600, "bytes_utf8": 5600, "lines": 183, "estimated_tokens": 1617}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21707, "cached_input_tokens": 19840, "output_tokens": 138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9bf2532ed0d901318b4f34ae10d31b72d40498a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5510c13dbc642857", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 21845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1739, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11972.67, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5510c13dbc642857\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1a6a67b4c83c347a449055c170f52e287b389241 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:25:37.094416+00:00", + "ended_at": "2026-05-04T09:25:49.067545+00:00", + "elapsed_ms": 11972.67, + "prompt_metrics": { + "chars": 5600, + "bytes_utf8": 5600, + "lines": 183, + "estimated_tokens": 1617 + }, + "stdout_metrics": { + "chars": 782, + "bytes_utf8": 782, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 453, + "bytes_utf8": 453, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 21707, + "cached_input_tokens": 19840, + "output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42cda16dbe65dc7febde7681c27f4e85e6dac96a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=smoker, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "11090.7178", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef590a444319a2dcf00ab2a84df5849bba9e92f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-b34f-7af0-8f39-67f2f4c04394"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"smoker\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided template with bindings group_col=children, group_col_2=smoker, target_col=charges. Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21707,"cached_input_tokens":19840,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f97fd3356fe1718c89f3bc363e89142bf81d856 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"smoker\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY target_rate DESC;","notes":"Used the provided template with bindings group_col=children, group_col_2=smoker, target_col=charges. Cast \"charges\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9350425f777f683b8a178b1dac30e4bcf684a5d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:37.290024Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:39.656642Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:48.221986Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1964c02e3bebae32b35640a9f9e8bc122e1e8e23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=smoker, target_col=charges. +Result preview: [{"children": "0", "smoker": "no", "target_rate": 0.004201680672268907}, {"children": "0", "smoker": "yes", "target_rate": 0.0}, {"children": "1", "smoker": "no", "target_rate": 0.0}, {"children": "1", "smoker": "yes", "target_rate": 0.0}, {"children": "2", "smoker": "no", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3efa86873ff7f7b496d2b121f12cc7a98e16968 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_5510c13dbc642857 +-- problem_id: v2p_m4_2e60a713d42ae80b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "smoker", + AVG(CASE WHEN CAST("charges" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f07be53bb6088f6ccffd71180725f8f0265c5250 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"smoker\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"smoker\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"children\", \"smoker\", \"target_rate\"], \"rows\": [{\"children\": \"0\", \"smoker\": \"no\", \"target_rate\": 0.004201680672268907}, {\"children\": \"0\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"1\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"1\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"2\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"2\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"3\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"3\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"4\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"4\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"5\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"5\", \"smoker\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..76c48942ef8200055f79889272eb09a0530121f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:25:37.092172+00:00", + "ended_at": "2026-05-04T09:25:49.097145+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5510c13dbc642857", + "problem_id": "v2p_m4_2e60a713d42ae80b", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=smoker, target_col=charges.", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "11090.7178", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_5510c13dbc642857.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5510c13dbc642857", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 21845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1739, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11972.67, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5510c13dbc642857\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8eeed1a74067080e8001ef95435ad86e5c4515c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5510c13dbc642857/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:49.085156+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11972.67, "started_at": "2026-05-04T09:25:37.094416+00:00", "ended_at": "2026-05-04T09:25:49.067545+00:00", "prompt_metrics": {"chars": 5600, "bytes_utf8": 5600, "lines": 183, "estimated_tokens": 1617}, "response_metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21707, "cached_input_tokens": 19840, "output_tokens": 138}, "stderr_preview": "2026-05-04T09:25:37.290024Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:39.656642Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age, condition_col=charges.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "region", + "measure_col": "age", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..230577d4e6eb66c1c20352ba82b0c30183655fe2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,189 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age, condition_col=charges.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "region", + "measure_col": "age", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"region\" AS \"group_col\",\n CAST(\"age\" AS REAL) AS \"measure_val\"\n FROM \"m4\"\n WHERE CAST(\"charges\" AS REAL) = 10096.97\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"group_col\",\n 1.0 + 0.9 * (\"cnt\" - 1) AS \"pos\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"group_col\",\n CAST(FLOOR(\"pos\") AS INTEGER) AS \"lo_rn\",\n CAST(CEIL(\"pos\") AS INTEGER) AS \"hi_rn\",\n \"pos\"\n FROM \"pos\"\n)\nSELECT\n \"b\".\"group_col\" AS \"region\",\n CASE\n WHEN \"b\".\"lo_rn\" = \"b\".\"hi_rn\" THEN MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lo_rn\" THEN \"r\".\"measure_val\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lo_rn\" THEN \"r\".\"measure_val\" END) * (\"b\".\"hi_rn\" - \"b\".\"pos\") +\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"hi_rn\" THEN \"r\".\"measure_val\" END) * (\"b\".\"pos\" - \"b\".\"lo_rn\")\n END AS \"conditional_percentile\"\nFROM \"bounds\" AS \"b\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"group_col\" = \"b\".\"group_col\"\nGROUP BY \"b\".\"group_col\", \"b\".\"lo_rn\", \"b\".\"hi_rn\", \"b\".\"pos\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: FLOOR", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89ef523cc5aab5fc90b9493b8015e31a9eb74669 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df259-b7f3-76a3-98a7-0e6428227e66"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"region\\\" AS \\\"group_col\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"m4\\\"\\n WHERE CAST(\\\"charges\\\" AS REAL) = 10096.97\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n 1.0 + 0.9 * (\\\"cnt\\\" - 1) AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n CAST(FLOOR(\\\"pos\\\") AS INTEGER) AS \\\"lo_rn\\\",\\n CAST(CEIL(\\\"pos\\\") AS INTEGER) AS \\\"hi_rn\\\",\\n \\\"pos\\\"\\n FROM \\\"pos\\\"\\n)\\nSELECT\\n \\\"b\\\".\\\"group_col\\\" AS \\\"region\\\",\\n CASE\\n WHEN \\\"b\\\".\\\"lo_rn\\\" = \\\"b\\\".\\\"hi_rn\\\" THEN MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lo_rn\\\" THEN \\\"r\\\".\\\"measure_val\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lo_rn\\\" THEN \\\"r\\\".\\\"measure_val\\\" END) * (\\\"b\\\".\\\"hi_rn\\\" - \\\"b\\\".\\\"pos\\\") +\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"hi_rn\\\" THEN \\\"r\\\".\\\"measure_val\\\" END) * (\\\"b\\\".\\\"pos\\\" - \\\"b\\\".\\\"lo_rn\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"bounds\\\" AS \\\"b\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"group_col\\\" = \\\"b\\\".\\\"group_col\\\"\\nGROUP BY \\\"b\\\".\\\"group_col\\\", \\\"b\\\".\\\"lo_rn\\\", \\\"b\\\".\\\"hi_rn\\\", \\\"b\\\".\\\"pos\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used a SQLite-compatible emulation of the 0.9 continuous percentile by region on CAST(\\\"age\\\" AS REAL), filtered to rows where CAST(\\\"charges\\\" AS REAL) = 10096.97.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21721,"cached_input_tokens":19840,"output_tokens":795}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58ae75721da603748c215d1943e269dd7ec7a055 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"region\" AS \"group_col\",\n CAST(\"age\" AS REAL) AS \"measure_val\"\n FROM \"m4\"\n WHERE CAST(\"charges\" AS REAL) = 10096.97\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"group_col\",\n 1.0 + 0.9 * (\"cnt\" - 1) AS \"pos\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"group_col\",\n CAST(FLOOR(\"pos\") AS INTEGER) AS \"lo_rn\",\n CAST(CEIL(\"pos\") AS INTEGER) AS \"hi_rn\",\n \"pos\"\n FROM \"pos\"\n)\nSELECT\n \"b\".\"group_col\" AS \"region\",\n CASE\n WHEN \"b\".\"lo_rn\" = \"b\".\"hi_rn\" THEN MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lo_rn\" THEN \"r\".\"measure_val\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lo_rn\" THEN \"r\".\"measure_val\" END) * (\"b\".\"hi_rn\" - \"b\".\"pos\") +\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"hi_rn\" THEN \"r\".\"measure_val\" END) * (\"b\".\"pos\" - \"b\".\"lo_rn\")\n END AS \"conditional_percentile\"\nFROM \"bounds\" AS \"b\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"group_col\" = \"b\".\"group_col\"\nGROUP BY \"b\".\"group_col\", \"b\".\"lo_rn\", \"b\".\"hi_rn\", \"b\".\"pos\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Used a SQLite-compatible emulation of the 0.9 continuous percentile by region on CAST(\"age\" AS REAL), filtered to rows where CAST(\"charges\" AS REAL) = 10096.97."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f51ac4930a452822bc3aeb98bb69281a38bd541 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25a-1cf5-7343-89d8-1466078772d7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"region\\\" AS \\\"group_col\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"m4\\\"\\n WHERE CAST(\\\"charges\\\" AS REAL) = 10096.97\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n 1.0 + 0.9 * (\\\"cnt\\\" - 1) AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN CAST(\\\"pos\\\" AS INTEGER)\\n ELSE CAST(\\\"pos\\\" AS INTEGER) + 1\\n END AS \\\"hi_rn\\\",\\n \\\"pos\\\"\\n FROM \\\"pos\\\"\\n)\\nSELECT\\n \\\"b\\\".\\\"group_col\\\" AS \\\"region\\\",\\n CASE\\n WHEN \\\"b\\\".\\\"lo_rn\\\" = \\\"b\\\".\\\"hi_rn\\\" THEN MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lo_rn\\\" THEN \\\"r\\\".\\\"measure_val\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lo_rn\\\" THEN \\\"r\\\".\\\"measure_val\\\" END) * (\\\"b\\\".\\\"hi_rn\\\" - \\\"b\\\".\\\"pos\\\") +\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"hi_rn\\\" THEN \\\"r\\\".\\\"measure_val\\\" END) * (\\\"b\\\".\\\"pos\\\" - \\\"b\\\".\\\"lo_rn\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"bounds\\\" AS \\\"b\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"group_col\\\" = \\\"b\\\".\\\"group_col\\\"\\nGROUP BY \\\"b\\\".\\\"group_col\\\", \\\"b\\\".\\\"lo_rn\\\", \\\"b\\\".\\\"hi_rn\\\", \\\"b\\\".\\\"pos\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite functions FLOOR and CEIL with CAST-based integer bounds logic for percentile interpolation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22269,"cached_input_tokens":20864,"output_tokens":699}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8a68c17909ea2064955aa88eea88187a9f2563b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"region\" AS \"group_col\",\n CAST(\"age\" AS REAL) AS \"measure_val\"\n FROM \"m4\"\n WHERE CAST(\"charges\" AS REAL) = 10096.97\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"group_col\",\n 1.0 + 0.9 * (\"cnt\" - 1) AS \"pos\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"group_col\",\n CAST(\"pos\" AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN \"pos\" = CAST(\"pos\" AS INTEGER) THEN CAST(\"pos\" AS INTEGER)\n ELSE CAST(\"pos\" AS INTEGER) + 1\n END AS \"hi_rn\",\n \"pos\"\n FROM \"pos\"\n)\nSELECT\n \"b\".\"group_col\" AS \"region\",\n CASE\n WHEN \"b\".\"lo_rn\" = \"b\".\"hi_rn\" THEN MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lo_rn\" THEN \"r\".\"measure_val\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lo_rn\" THEN \"r\".\"measure_val\" END) * (\"b\".\"hi_rn\" - \"b\".\"pos\") +\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"hi_rn\" THEN \"r\".\"measure_val\" END) * (\"b\".\"pos\" - \"b\".\"lo_rn\")\n END AS \"conditional_percentile\"\nFROM \"bounds\" AS \"b\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"group_col\" = \"b\".\"group_col\"\nGROUP BY \"b\".\"group_col\", \"b\".\"lo_rn\", \"b\".\"hi_rn\", \"b\".\"pos\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite functions FLOOR and CEIL with CAST-based integer bounds logic for percentile interpolation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79b63b44ce051e2698b6239f3518ac9f6e24fcbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:37:39.363723Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:37:41.959290Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:38:04.039783Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..19a57cdcd9e5dba7873d50a9e5cd8d897f88f549 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:38:05.250972Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:38:07.980604Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:38:27.029011Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..44cecf959af30935188e63b2a445e08576ab849c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age, condition_col=charges. +Result preview: [{"region": "southwest", "conditional_percentile": 46.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11a5613cf15f95a0a476309d7a092d2882e2811f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/generated_sql.sql @@ -0,0 +1,55 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_554568ed197aba5f +-- problem_id: v2p_m4_4ca729a3f96d17f8 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "region" AS "group_col", + CAST("age" AS REAL) AS "measure_val" + FROM "m4" + WHERE CAST("charges" AS REAL) = 10096.97 +), +"ranked" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT DISTINCT + "group_col", + 1.0 + 0.9 * ("cnt" - 1) AS "pos" + FROM "ranked" +), +"bounds" AS ( + SELECT + "group_col", + CAST(FLOOR("pos") AS INTEGER) AS "lo_rn", + CAST(CEIL("pos") AS INTEGER) AS "hi_rn", + "pos" + FROM "pos" +) +SELECT + "b"."group_col" AS "region", + CASE + WHEN "b"."lo_rn" = "b"."hi_rn" THEN MAX(CASE WHEN "r"."rn" = "b"."lo_rn" THEN "r"."measure_val" END) + ELSE + MAX(CASE WHEN "r"."rn" = "b"."lo_rn" THEN "r"."measure_val" END) * ("b"."hi_rn" - "b"."pos") + + MAX(CASE WHEN "r"."rn" = "b"."hi_rn" THEN "r"."measure_val" END) * ("b"."pos" - "b"."lo_rn") + END AS "conditional_percentile" +FROM "bounds" AS "b" +JOIN "ranked" AS "r" + ON "r"."group_col" = "b"."group_col" +GROUP BY "b"."group_col", "b"."lo_rn", "b"."hi_rn", "b"."pos" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..734ceab779d00bfc8e462c9ecfa530f540c51082 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"region\" AS \"group_col\",\n CAST(\"age\" AS REAL) AS \"measure_val\"\n FROM \"m4\"\n WHERE CAST(\"charges\" AS REAL) = 10096.97\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT DISTINCT\n \"group_col\",\n 1.0 + 0.9 * (\"cnt\" - 1) AS \"pos\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"group_col\",\n CAST(\"pos\" AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN \"pos\" = CAST(\"pos\" AS INTEGER) THEN CAST(\"pos\" AS INTEGER)\n ELSE CAST(\"pos\" AS INTEGER) + 1\n END AS \"hi_rn\",\n \"pos\"\n FROM \"pos\"\n)\nSELECT\n \"b\".\"group_col\" AS \"region\",\n CASE\n WHEN \"b\".\"lo_rn\" = \"b\".\"hi_rn\" THEN MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lo_rn\" THEN \"r\".\"measure_val\" END)\n ELSE\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"lo_rn\" THEN \"r\".\"measure_val\" END) * (\"b\".\"hi_rn\" - \"b\".\"pos\") +\n MAX(CASE WHEN \"r\".\"rn\" = \"b\".\"hi_rn\" THEN \"r\".\"measure_val\" END) * (\"b\".\"pos\" - \"b\".\"lo_rn\")\n END AS \"conditional_percentile\"\nFROM \"bounds\" AS \"b\"\nJOIN \"ranked\" AS \"r\"\n ON \"r\".\"group_col\" = \"b\".\"group_col\"\nGROUP BY \"b\".\"group_col\", \"b\".\"lo_rn\", \"b\".\"hi_rn\", \"b\".\"pos\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"region\\\" AS \\\"group_col\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"m4\\\"\\n WHERE CAST(\\\"charges\\\" AS REAL) = 10096.97\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n 1.0 + 0.9 * (\\\"cnt\\\" - 1) AS \\\"pos\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN CAST(\\\"pos\\\" AS INTEGER)\\n ELSE CAST(\\\"pos\\\" AS INTEGER) + 1\\n END AS \\\"hi_rn\\\",\\n \\\"pos\\\"\\n FROM \\\"pos\\\"\\n)\\nSELECT\\n \\\"b\\\".\\\"group_col\\\" AS \\\"region\\\",\\n CASE\\n WHEN \\\"b\\\".\\\"lo_rn\\\" = \\\"b\\\".\\\"hi_rn\\\" THEN MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lo_rn\\\" THEN \\\"r\\\".\\\"measure_val\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"lo_rn\\\" THEN \\\"r\\\".\\\"measure_val\\\" END) * (\\\"b\\\".\\\"hi_rn\\\" - \\\"b\\\".\\\"pos\\\") +\\n MAX(CASE WHEN \\\"r\\\".\\\"rn\\\" = \\\"b\\\".\\\"hi_rn\\\" THEN \\\"r\\\".\\\"measure_val\\\" END) * (\\\"b\\\".\\\"pos\\\" - \\\"b\\\".\\\"lo_rn\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"bounds\\\" AS \\\"b\\\"\\nJOIN \\\"ranked\\\" AS \\\"r\\\"\\n ON \\\"r\\\".\\\"group_col\\\" = \\\"b\\\".\\\"group_col\\\"\\nGROUP BY \\\"b\\\".\\\"group_col\\\", \\\"b\\\".\\\"lo_rn\\\", \\\"b\\\".\\\"hi_rn\\\", \\\"b\\\".\\\"pos\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"region\", \"conditional_percentile\"], \"rows\": [{\"region\": \"southwest\", \"conditional_percentile\": 46.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b2f2ae8f299c91181b2cfaeb655b00b333f6c11f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:37:39.147087+00:00", + "ended_at": "2026-05-04T09:38:28.003974+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_554568ed197aba5f", + "problem_id": "v2p_m4_4ca729a3f96d17f8", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age, condition_col=charges.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_554568ed197aba5f.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_554568ed197aba5f", + "api_calls": 0, + "input_tokens": 43990, + "cached_input_tokens": 40704, + "output_tokens": 1494, + "total_tokens": 45484, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3810, + "estimated_output_tokens": 1129, + "estimated_total_tokens": 4939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 48770.43, + "sql_execution_elapsed_ms_total": 4.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_554568ed197aba5f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..521029cdad4191383538242360c23940669e0d07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_554568ed197aba5f/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:38:05.015190+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25838.27, "started_at": "2026-05-04T09:37:39.149902+00:00", "ended_at": "2026-05-04T09:38:04.986821+00:00", "prompt_metrics": {"chars": 5807, "bytes_utf8": 5807, "lines": 185, "estimated_tokens": 1631}, "response_metrics": {"chars": 1641, "bytes_utf8": 1641, "lines": 1, "estimated_tokens": 563}, "usage": {"input_tokens": 21721, "cached_input_tokens": 19840, "output_tokens": 795}, "stderr_preview": "2026-05-04T09:37:39.363723Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:37:41.959290Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..463e67355d9095498ce29356a4a61f2ecef4b4eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-fa35-7840-a099-4400e6a3e675"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sex\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sex\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21643,"cached_input_tokens":19840,"output_tokens":180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..542514c439d53f07308c4ff55280ca8c0ac5a28d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sex\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\"\nHAVING COUNT(*) > 5\nORDER BY \"sex\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"sex\" and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for SQLite numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a23d122f1759a299926eed00b2cb2f6e9373150a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:38.828202Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:41.376338Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:49.473550Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d70d69423f837e4a5a3e8471be0fae3fdffa7805 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "female", "avg_measure": 30.434472913616396, "support": 1366}, {"sex": "male", "avg_measure": 30.960633001422476, "support": 1406}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7aeff1d96ac6635294aba5d6b42992e5041d5e6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_5725d963f6ff55f9 +-- problem_id: v2p_m4_8547e1ce0881f169 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("bmi" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "sex" +HAVING COUNT(*) > 5 +ORDER BY "sex"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13270f9513d92c0f07d35c6cdb5febf961a4ace4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sex\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\"\nHAVING COUNT(*) > 5\nORDER BY \"sex\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sex\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sex\\\";\", \"columns\": [\"sex\", \"avg_measure\", \"support\"], \"rows\": [{\"sex\": \"female\", \"avg_measure\": 30.434472913616396, \"support\": 1366}, {\"sex\": \"male\", \"avg_measure\": 30.960633001422476, \"support\": 1406}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..098a7e92d9ce5834cb6ac46e40444b132fe4d874 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:22:38.619154+00:00", + "ended_at": "2026-05-04T09:22:50.275892+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5725d963f6ff55f9", + "problem_id": "v2p_m4_8547e1ce0881f169", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_5725d963f6ff55f9.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5725d963f6ff55f9", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 19840, + "output_tokens": 180, + "total_tokens": 21823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1662, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11626.14, + "sql_execution_elapsed_ms_total": 2.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5725d963f6ff55f9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42140e288f6a9c5d3cf4f965c598e431ac8468cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:50.266240+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11626.14, "started_at": "2026-05-04T09:22:38.621431+00:00", "ended_at": "2026-05-04T09:22:50.247795+00:00", "prompt_metrics": {"chars": 5431, "bytes_utf8": 5431, "lines": 180, "estimated_tokens": 1555}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21643, "cached_input_tokens": 19840, "output_tokens": 180}, "stderr_preview": "2026-05-04T09:22:38.828202Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:41.376338Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sex\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for SQLite numeric averaging.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fc5e4c64e7077edff7cb3fa190365c53de7ecf35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5725d963f6ff55f9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5725d963f6ff55f9", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 19840, + "output_tokens": 180, + "total_tokens": 21823, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1662, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11626.14, + "sql_execution_elapsed_ms_total": 2.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5725d963f6ff55f9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d7b4ab573d3e63b09771f323ead962fda9fcdf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5460, "bytes_utf8": 5460, "lines": 180, "estimated_tokens": 1590}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21678, "cached_input_tokens": 20864, "output_tokens": 124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..46c469905725c9f5704f778971e0a8925920fa1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5843829451bf6f04", + "api_calls": 0, + "input_tokens": 21678, + "cached_input_tokens": 20864, + "output_tokens": 124, + "total_tokens": 21802, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1590, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1698, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10713.12, + "sql_execution_elapsed_ms_total": 3.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5843829451bf6f04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c37a35dbbcbf488b4d749476345ef0a8bf7d9d5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:56:46.785873+00:00", + "ended_at": "2026-05-04T09:56:57.497819+00:00", + "elapsed_ms": 10713.12, + "prompt_metrics": { + "chars": 5460, + "bytes_utf8": 5460, + "lines": 180, + "estimated_tokens": 1590 + }, + "stdout_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13188 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 406, + "bytes_utf8": 406, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 21678, + "cached_input_tokens": 20864, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7cace033630124b1ff31bd56cfc838b07ca1700 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=sex, group_col_2=region.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49858ca4f4d320c773e72ce51303b420d1de2c62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df26b-3ac1-7550-b44c-573b6d313dc4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"sex\\\",\\n \\\"region\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY support ASC, \\\"sex\\\", \\\"region\\\"\\nLIMIT 19;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=sex, group_col_2=region, top_k=19. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21678,"cached_input_tokens":20864,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22fdeb64e60ce23894dd43d148d9b40f1f3dce0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"sex\",\n \"region\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY support ASC, \"sex\", \"region\"\nLIMIT 19;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=sex, group_col_2=region, top_k=19. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb78711601b5ce116b1b6bcd9f9b8d90b8ef101c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:56:46.982422Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:56:49.376365Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:56:56.484626Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1043ea24e2733ac335ae11fdaeb799911de9b36c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=sex, group_col_2=region. +Result preview: [{"sex": "female", "region": "northeast", "support": 324}, {"sex": "male", "region": "northwest", "support": 326}, {"sex": "male", "region": "northeast", "support": 334}, {"sex": "female", "region": "northwest", "support": 338}, {"sex": "female", "region": "southwest", "support": 340}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..13c77e6495822b247f3092b9ab5e16571b0ceec6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_5843829451bf6f04 +-- problem_id: v2p_m4_2eee904104766839 +-- realization_mode: agent +-- source_kind: agent +SELECT + "sex", + "region", + COUNT(*) AS support +FROM "m4" +GROUP BY "sex", "region" +ORDER BY support ASC, "sex", "region" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07ca3670e3b9f6998e4c2860f9b32c46d498654d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"sex\",\n \"region\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY support ASC, \"sex\", \"region\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"sex\\\",\\n \\\"region\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY support ASC, \\\"sex\\\", \\\"region\\\"\\nLIMIT 19;\", \"columns\": [\"sex\", \"region\", \"support\"], \"rows\": [{\"sex\": \"female\", \"region\": \"northeast\", \"support\": 324}, {\"sex\": \"male\", \"region\": \"northwest\", \"support\": 326}, {\"sex\": \"male\", \"region\": \"northeast\", \"support\": 334}, {\"sex\": \"female\", \"region\": \"northwest\", \"support\": 338}, {\"sex\": \"female\", \"region\": \"southwest\", \"support\": 340}, {\"sex\": \"male\", \"region\": \"southwest\", \"support\": 344}, {\"sex\": \"female\", \"region\": \"southeast\", \"support\": 364}, {\"sex\": \"male\", \"region\": \"southeast\", \"support\": 402}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..87d99a1bc82cf486afd4cee00edb038fae0e10c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:56:46.784433+00:00", + "ended_at": "2026-05-04T09:56:57.533018+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5843829451bf6f04", + "problem_id": "v2p_m4_2eee904104766839", + "dataset_id": "m4", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=sex, group_col_2=region.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_5843829451bf6f04.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5843829451bf6f04", + "api_calls": 0, + "input_tokens": 21678, + "cached_input_tokens": 20864, + "output_tokens": 124, + "total_tokens": 21802, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1590, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1698, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10713.12, + "sql_execution_elapsed_ms_total": 3.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5843829451bf6f04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b64c03f1bf7132e7307ceed06ff10631ec9e9245 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5843829451bf6f04/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:56:57.521234+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10713.12, "started_at": "2026-05-04T09:56:46.785873+00:00", "ended_at": "2026-05-04T09:56:57.497819+00:00", "prompt_metrics": {"chars": 5460, "bytes_utf8": 5460, "lines": 180, "estimated_tokens": 1590}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21678, "cached_input_tokens": 20864, "output_tokens": 124}, "stderr_preview": "2026-05-04T09:56:46.982422Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:56:49.376365Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi, condition_col=sex.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "condition_col": "sex", + "condition_value": "female", + "positive_value": "male", + "negative_value": "female", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80ef9385f3144a5b241be03d1ce3b4233e1e987e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25a-e283-7a21-9fd0-0bddd1dd5032"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\" AS \\\"group_col\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" = 'female'\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"g\\\".\\\"sex\\\",\\n \\\"p\\\".\\\"conditional_percentile\\\"\\nFROM (SELECT DISTINCT \\\"sex\\\" FROM \\\"m4\\\") AS \\\"g\\\"\\nLEFT JOIN \\\"percentiles\\\" AS \\\"p\\\"\\n ON \\\"g\\\".\\\"sex\\\" = \\\"p\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank percentile using window functions. Because group_col and condition_col are both \\\"sex\\\" and the filter is sex='female', only the female group receives a percentile value; other groups return NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21714,"cached_input_tokens":20864,"output_tokens":487}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65e2329f7527eb818cd4fdfd0ee794a1a6273037 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\" AS \"group_col\",\n CAST(\"bmi\" AS REAL) AS \"measure_col\"\n FROM \"m4\"\n WHERE \"sex\" = 'female'\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"group_col\",\n \"measure_col\" AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"g\".\"sex\",\n \"p\".\"conditional_percentile\"\nFROM (SELECT DISTINCT \"sex\" FROM \"m4\") AS \"g\"\nLEFT JOIN \"percentiles\" AS \"p\"\n ON \"g\".\"sex\" = \"p\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank percentile using window functions. Because group_col and condition_col are both \"sex\" and the filter is sex='female', only the female group receives a percentile value; other groups return NULL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..439d9f25dc79eda210e76c937032cf38ce6f1a56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:38:55.802997Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:38:58.438973Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:39:12.130244Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..60749129ba4a50f8421822303ded3c0d14e6bee6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi, condition_col=sex. +Result preview: [{"sex": "female", "conditional_percentile": 38.665}, {"sex": "male", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b93dd91f0e67170eb48a25a7676d628a1d55d6a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_5a65f78e8df33a1d +-- problem_id: v2p_m4_54a7015b3da987cd +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex" AS "group_col", + CAST("bmi" AS REAL) AS "measure_col" + FROM "m4" + WHERE "sex" = 'female' + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"percentiles" AS ( + SELECT + "group_col", + "measure_col" AS "conditional_percentile" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "g"."sex", + "p"."conditional_percentile" +FROM (SELECT DISTINCT "sex" FROM "m4") AS "g" +LEFT JOIN "percentiles" AS "p" + ON "g"."sex" = "p"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5c8d39f518a639f91968e8f3997933b0b5b34e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\" AS \"group_col\",\n CAST(\"bmi\" AS REAL) AS \"measure_col\"\n FROM \"m4\"\n WHERE \"sex\" = 'female'\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_col\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentiles\" AS (\n SELECT\n \"group_col\",\n \"measure_col\" AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"g\".\"sex\",\n \"p\".\"conditional_percentile\"\nFROM (SELECT DISTINCT \"sex\" FROM \"m4\") AS \"g\"\nLEFT JOIN \"percentiles\" AS \"p\"\n ON \"g\".\"sex\" = \"p\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\" AS \\\"group_col\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"measure_col\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" = 'female'\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_col\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"g\\\".\\\"sex\\\",\\n \\\"p\\\".\\\"conditional_percentile\\\"\\nFROM (SELECT DISTINCT \\\"sex\\\" FROM \\\"m4\\\") AS \\\"g\\\"\\nLEFT JOIN \\\"percentiles\\\" AS \\\"p\\\"\\n ON \\\"g\\\".\\\"sex\\\" = \\\"p\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sex\", \"conditional_percentile\"], \"rows\": [{\"sex\": \"female\", \"conditional_percentile\": 38.665}, {\"sex\": \"male\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..24780afbfdc5380bbb77b1b409018bd7d2b78641 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:38:55.551513+00:00", + "ended_at": "2026-05-04T09:39:12.896846+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5a65f78e8df33a1d", + "problem_id": "v2p_m4_54a7015b3da987cd", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=bmi, condition_col=sex.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "condition_col": "sex", + "condition_value": "female", + "positive_value": "male", + "negative_value": "female", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_5a65f78e8df33a1d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5a65f78e8df33a1d", + "api_calls": 0, + "input_tokens": 21714, + "cached_input_tokens": 20864, + "output_tokens": 487, + "total_tokens": 22201, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1624, + "estimated_output_tokens": 344, + "estimated_total_tokens": 1968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17310.6, + "sql_execution_elapsed_ms_total": 6.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5a65f78e8df33a1d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16acb9e7219df5ddd055fdba13a276a99828eac5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a65f78e8df33a1d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:39:12.881884+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17310.6, "started_at": "2026-05-04T09:38:55.553952+00:00", "ended_at": "2026-05-04T09:39:12.864330+00:00", "prompt_metrics": {"chars": 5789, "bytes_utf8": 5789, "lines": 185, "estimated_tokens": 1624}, "response_metrics": {"chars": 1193, "bytes_utf8": 1193, "lines": 1, "estimated_tokens": 344}, "usage": {"input_tokens": 21714, "cached_input_tokens": 20864, "output_tokens": 487}, "stderr_preview": "2026-05-04T09:38:55.802997Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:38:58.438973Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bb73ef7485192843ecf86727b32366b09a22461 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-841b-79e3-80f1-28eb1404e9a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"children\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"children\\\" AS REAL);\",\"notes\":\"Applied the requested Support-Guarded Group Average template with group_col=\\\"children\\\" and measure_col=\\\"children\\\". CAST is used because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21642,"cached_input_tokens":20864,"output_tokens":189}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3eab794cc7958ad9c222be6f150631942e4f8b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"children\", AVG(CAST(\"children\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"children\" AS REAL);","notes":"Applied the requested Support-Guarded Group Average template with group_col=\"children\" and measure_col=\"children\". CAST is used because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b02a7bedf5d40d9f10af40af65039488adc69058 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:14.154418Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:16.470157Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:25.173231Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9a4ffdae6b33eff7106acd50e447b212eca3d6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "0", "avg_measure": 0.0, "support": 1186}, {"children": "1", "avg_measure": 1.0, "support": 672}, {"children": "2", "avg_measure": 2.0, "support": 496}, {"children": "3", "avg_measure": 3.0, "support": 324}, {"children": "4", "avg_measure": 4.0, "support": 52}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..83ea0da9aeaf972d4208652a63e4f15381816faa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_5a78a98c8c5ea09e +-- problem_id: v2p_m4_720bf0c30554eb3c +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("children" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "children" +HAVING COUNT(*) > 5 +ORDER BY CAST("children" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb16101d3fdbd6d048f8ba30f803cb0c57d7a926 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"children\", AVG(CAST(\"children\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\"\nHAVING COUNT(*) > 5\nORDER BY CAST(\"children\" AS REAL);", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"children\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) > 5\\nORDER BY CAST(\\\"children\\\" AS REAL);\", \"columns\": [\"children\", \"avg_measure\", \"support\"], \"rows\": [{\"children\": \"0\", \"avg_measure\": 0.0, \"support\": 1186}, {\"children\": \"1\", \"avg_measure\": 1.0, \"support\": 672}, {\"children\": \"2\", \"avg_measure\": 2.0, \"support\": 496}, {\"children\": \"3\", \"avg_measure\": 3.0, \"support\": 324}, {\"children\": \"4\", \"avg_measure\": 4.0, \"support\": 52}, {\"children\": \"5\", \"avg_measure\": 5.0, \"support\": 42}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f86ce39f25b5c60e01a23e10dfd32cdb91c236f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:23:13.824991+00:00", + "ended_at": "2026-05-04T09:23:25.822281+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5a78a98c8c5ea09e", + "problem_id": "v2p_m4_720bf0c30554eb3c", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_5a78a98c8c5ea09e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5a78a98c8c5ea09e", + "api_calls": 0, + "input_tokens": 21642, + "cached_input_tokens": 20864, + "output_tokens": 189, + "total_tokens": 21831, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1554, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1662, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11966.18, + "sql_execution_elapsed_ms_total": 2.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5a78a98c8c5ea09e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3e370566e8d676d20c4d3428746aac32e6c689e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:25.811288+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11966.18, "started_at": "2026-05-04T09:23:13.827269+00:00", "ended_at": "2026-05-04T09:23:25.793565+00:00", "prompt_metrics": {"chars": 5451, "bytes_utf8": 5451, "lines": 180, "estimated_tokens": 1554}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21642, "cached_input_tokens": 20864, "output_tokens": 189}, "stderr_preview": "2026-05-04T09:23:14.154418Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:16.470157Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY CAST(\\\"children\\\" AS REAL);\",\"notes\":\"Applied the requested Support-Guarded Group Average template with group_col=\\\"children\\\" and measure_col=\\\"children\\\". CAST is used because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..12133df0ff933e99f2d2ea6f4dfd59dbc781eedb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5a78a98c8c5ea09e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5a78a98c8c5ea09e", + "api_calls": 0, + "input_tokens": 21642, + "cached_input_tokens": 20864, + "output_tokens": 189, + "total_tokens": 21831, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1554, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1662, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11966.18, + "sql_execution_elapsed_ms_total": 2.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5a78a98c8c5ea09e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2bb5583e618373a41dccb7abebb02dc1f0835b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_5b3b72d1608cc6b4 +-- problem_id: v2p_m4_d25ba59bfccb1034 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "charges", + COUNT(*) AS support, + AVG("children") AS avg_response +FROM "m4" +GROUP BY "charges" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f22ef8774f0479a1fc05412818a1d6ae1f9940b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_5b3b72d1608cc6b4\n-- problem_id: v2p_m4_d25ba59bfccb1034\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"charges\",\n COUNT(*) AS support,\n AVG(\"children\") AS avg_response\nFROM \"m4\"\nGROUP BY \"charges\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_5b3b72d1608cc6b4\\n-- problem_id: v2p_m4_d25ba59bfccb1034\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"charges\\\",\\n COUNT(*) AS support,\\n AVG(\\\"children\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"charges\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"charges\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..535d21c8d908fddf1506297b1c84881a3050c911 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:57:47.716522+00:00", + "ended_at": "2026-05-04T09:57:47.724540+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5b3b72d1608cc6b4", + "problem_id": "v2p_m4_d25ba59bfccb1034", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=children, key_col=charges.", + "bindings": { + "key_col": "charges", + "measure_col": "children", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_5b3b72d1608cc6b4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5b3b72d1608cc6b4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17618f06e3608e21e63b8f566f3553aa3bd2b26a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5789, "bytes_utf8": 5789, "lines": 185, "estimated_tokens": 1626}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1147, "bytes_utf8": 1147, "lines": 1, "estimated_tokens": 347}, "usage": {"input_tokens": 21716, "cached_input_tokens": 20864, "output_tokens": 869}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8cd24d62aea8fdb9dc88d2a3ab1894fe525deecf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5cd830c4db468b38", + "api_calls": 0, + "input_tokens": 21716, + "cached_input_tokens": 20864, + "output_tokens": 869, + "total_tokens": 22585, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1626, + "estimated_output_tokens": 347, + "estimated_total_tokens": 1973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30832.6, + "sql_execution_elapsed_ms_total": 9.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5cd830c4db468b38\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77fcd8c28fc1d1f2dd73e7e2a0d0e07e49c11ac6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:39:33.657502+00:00", + "ended_at": "2026-05-04T09:40:04.489899+00:00", + "elapsed_ms": 30832.6, + "prompt_metrics": { + "chars": 5789, + "bytes_utf8": 5789, + "lines": 185, + "estimated_tokens": 1626 + }, + "stdout_metrics": { + "chars": 1618, + "bytes_utf8": 1618, + "lines": 4, + "estimated_tokens": 541 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1147, + "bytes_utf8": 1147, + "lines": 1, + "estimated_tokens": 347 + }, + "usage": { + "input_tokens": 21716, + "cached_input_tokens": 20864, + "output_tokens": 869 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85666d089cac63334b8c85da6cce32efb10a5d04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,185 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age, condition_col=smoker.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6104d357be74c3a9bfedb270d2d57cf0fae6882c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25b-773e-70c0-b48e-1608c36e18e4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"smoker\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'no'\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"age_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"filtered\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) +\\n ((0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER))\\n )\\n)\\nSELECT\\n \\\"groups\\\".\\\"smoker\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"smoker\\\" = \\\"percentiles\\\".\\\"smoker\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile via window functions. \\\"age\\\" is cast from TEXT to REAL, and all smoker groups are retained with non-matching groups returning NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21716,"cached_input_tokens":20864,"output_tokens":869}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15ae963d24256293722569a008f200995b98f63c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"smoker\"\n FROM \"m4\"\n),\n\"filtered\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" = 'no'\n),\n\"percentiles\" AS (\n SELECT\n \"smoker\",\n \"age_value\" AS \"conditional_percentile\"\n FROM \"filtered\"\n WHERE \"rn\" = (\n CAST((0.95 * \"cnt\") AS INTEGER) +\n ((0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER))\n )\n)\nSELECT\n \"groups\".\"smoker\",\n \"percentiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"percentiles\"\n ON \"groups\".\"smoker\" = \"percentiles\".\"smoker\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile via window functions. \"age\" is cast from TEXT to REAL, and all smoker groups are retained with non-matching groups returning NULL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc25106cbf15896aa6262e1ec8898a3230a1cc95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:39:33.864913Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:39:36.347066Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:40:03.649979Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a62e8ba94d993a898b8cf6056fc1fba5426303c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age, condition_col=smoker. +Result preview: [{"smoker": "no", "conditional_percentile": 61.0}, {"smoker": "yes", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c999fb02da028d78f4a58700134bedab8ceef73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/generated_sql.sql @@ -0,0 +1,48 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_5cd830c4db468b38 +-- problem_id: v2p_m4_8987865f84523f08 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "smoker" + FROM "m4" +), +"filtered" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" + WHERE "smoker" = 'no' +), +"percentiles" AS ( + SELECT + "smoker", + "age_value" AS "conditional_percentile" + FROM "filtered" + WHERE "rn" = ( + CAST((0.95 * "cnt") AS INTEGER) + + ((0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER)) + ) +) +SELECT + "groups"."smoker", + "percentiles"."conditional_percentile" +FROM "groups" +LEFT JOIN "percentiles" + ON "groups"."smoker" = "percentiles"."smoker" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a77fd8a21270dc94dc2cf0406c1e33dc41bf1988 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"smoker\"\n FROM \"m4\"\n),\n\"filtered\" AS (\n SELECT\n \"smoker\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" = 'no'\n),\n\"percentiles\" AS (\n SELECT\n \"smoker\",\n \"age_value\" AS \"conditional_percentile\"\n FROM \"filtered\"\n WHERE \"rn\" = (\n CAST((0.95 * \"cnt\") AS INTEGER) +\n ((0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER))\n )\n)\nSELECT\n \"groups\".\"smoker\",\n \"percentiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"percentiles\"\n ON \"groups\".\"smoker\" = \"percentiles\".\"smoker\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"smoker\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'no'\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"age_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"filtered\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) +\\n ((0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER))\\n )\\n)\\nSELECT\\n \\\"groups\\\".\\\"smoker\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"smoker\\\" = \\\"percentiles\\\".\\\"smoker\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"smoker\", \"conditional_percentile\"], \"rows\": [{\"smoker\": \"no\", \"conditional_percentile\": 61.0}, {\"smoker\": \"yes\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b885d5c384fb84ddc14db270be4edd6aed4cb818 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:39:33.654704+00:00", + "ended_at": "2026-05-04T09:40:04.528399+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5cd830c4db468b38", + "problem_id": "v2p_m4_8987865f84523f08", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=age, condition_col=smoker.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_5cd830c4db468b38.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5cd830c4db468b38", + "api_calls": 0, + "input_tokens": 21716, + "cached_input_tokens": 20864, + "output_tokens": 869, + "total_tokens": 22585, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1626, + "estimated_output_tokens": 347, + "estimated_total_tokens": 1973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30832.6, + "sql_execution_elapsed_ms_total": 9.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5cd830c4db468b38\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67e5337ad2c074321ad517b9bfba88978ea838b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:40:04.507654+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 30832.6, "started_at": "2026-05-04T09:39:33.657502+00:00", "ended_at": "2026-05-04T09:40:04.489899+00:00", "prompt_metrics": {"chars": 5789, "bytes_utf8": 5789, "lines": 185, "estimated_tokens": 1626}, "response_metrics": {"chars": 1147, "bytes_utf8": 1147, "lines": 1, "estimated_tokens": 347}, "usage": {"input_tokens": 21716, "cached_input_tokens": 20864, "output_tokens": 869}, "stderr_preview": "2026-05-04T09:39:33.864913Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:39:36.347066Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.95 * \\\"cnt\\\") AS INTEGER))\\n )\\n)\\nSELECT\\n \\\"groups\\\".\\\"smoker\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"smoker\\\" = \\\"percentiles\\\".\\\"smoker\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95t"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae0224d7d43fe70e9282a6c91814c0ab1d0175a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5cd830c4db468b38/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5cd830c4db468b38", + "api_calls": 0, + "input_tokens": 21716, + "cached_input_tokens": 20864, + "output_tokens": 869, + "total_tokens": 22585, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1626, + "estimated_output_tokens": 347, + "estimated_total_tokens": 1973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30832.6, + "sql_execution_elapsed_ms_total": 9.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5cd830c4db468b38\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1bbc7e215745f74a9f5308e51e5d2f3f0347313d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5456, "bytes_utf8": 5456, "lines": 182, "estimated_tokens": 1569}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21659, "cached_input_tokens": 20864, "output_tokens": 151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6cb20d5d00e4b5f3c6f8a0ddd640e3deab3d9f6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5d411bbdda2a2f1b", + "api_calls": 0, + "input_tokens": 21659, + "cached_input_tokens": 20864, + "output_tokens": 151, + "total_tokens": 21810, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1569, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1678, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11823.75, + "sql_execution_elapsed_ms_total": 3.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5d411bbdda2a2f1b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2040ab454652bb6e492c5fbbbe0a00f45be53e52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:28:32.092591+00:00", + "ended_at": "2026-05-04T09:28:43.916388+00:00", + "elapsed_ms": 11823.75, + "prompt_metrics": { + "chars": 5456, + "bytes_utf8": 5456, + "lines": 182, + "estimated_tokens": 1569 + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13235 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 414, + "bytes_utf8": 414, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 21659, + "cached_input_tokens": 20864, + "output_tokens": 151 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bc9cdd9eedf51449b45622ef846e201352e178a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=smoker, measure_col=bmi.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "measure_col": "bmi", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..07d90f84a3f65ea9a3eabdfbe564de8a2193af4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-5ef2-7b92-af9b-c74bcd78f365"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"smoker\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Two-Dimensional Group Average template with group_col=\\\"sex\\\", group_col_2=\\\"smoker\\\", and measure_col=\\\"bmi\\\". CAST to REAL is used because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21659,"cached_input_tokens":20864,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a11fa637925e0853e16d81e29f25778ebd9722dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"smoker\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Two-Dimensional Group Average template with group_col=\"sex\", group_col_2=\"smoker\", and measure_col=\"bmi\". CAST to REAL is used because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1067f5302abf374fdf667a98930cacdb1902b965 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:32.536354Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:35.038437Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:43.065533Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..908d9cc09ce7f4f098963103535d3a3fb84943a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=smoker, measure_col=bmi. +Result preview: [{"sex": "male", "smoker": "yes", "avg_measure": 31.693343373493978}, {"sex": "male", "smoker": "no", "avg_measure": 30.73413407821229}, {"sex": "female", "smoker": "no", "avg_measure": 30.601014109347446}, {"sex": "female", "smoker": "yes", "avg_measure": 29.620431034482756}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5514bad3b2a7bed73efbbe9a0be4b4487ee46e56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_5d411bbdda2a2f1b +-- problem_id: v2p_m4_830ca954fd30b199 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1eb59ad092a7cbefac22f845ba82d51203ff36e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"smoker\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"smoker\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"smoker\", \"avg_measure\"], \"rows\": [{\"sex\": \"male\", \"smoker\": \"yes\", \"avg_measure\": 31.693343373493978}, {\"sex\": \"male\", \"smoker\": \"no\", \"avg_measure\": 30.73413407821229}, {\"sex\": \"female\", \"smoker\": \"no\", \"avg_measure\": 30.601014109347446}, {\"sex\": \"female\", \"smoker\": \"yes\", \"avg_measure\": 29.620431034482756}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f8ced04884843151020a875dc4a8b67f5636d1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:28:32.089804+00:00", + "ended_at": "2026-05-04T09:28:43.947218+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5d411bbdda2a2f1b", + "problem_id": "v2p_m4_830ca954fd30b199", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=smoker, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "measure_col": "bmi", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_5d411bbdda2a2f1b.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5d411bbdda2a2f1b", + "api_calls": 0, + "input_tokens": 21659, + "cached_input_tokens": 20864, + "output_tokens": 151, + "total_tokens": 21810, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1569, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1678, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11823.75, + "sql_execution_elapsed_ms_total": 3.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5d411bbdda2a2f1b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6dc172ae89120dac76b04dc498708bd87c11e5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d411bbdda2a2f1b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:43.935019+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11823.75, "started_at": "2026-05-04T09:28:32.092591+00:00", "ended_at": "2026-05-04T09:28:43.916388+00:00", "prompt_metrics": {"chars": 5456, "bytes_utf8": 5456, "lines": 182, "estimated_tokens": 1569}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21659, "cached_input_tokens": 20864, "output_tokens": 151}, "stderr_preview": "2026-05-04T09:28:32.536354Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:35.038437Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children, condition_col=region.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..335524394cc79733e7a93598dc9c8e0dbd630482 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-c3e9-72d2-a9f7-b0ceae7090ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"base_groups\\\" AS (\\n SELECT DISTINCT \\\"smoker\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"children\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" = 'southeast'\\n AND \\\"children\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"children\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY \\\"children\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"children\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"base_groups\\\".\\\"smoker\\\",\\n \\\"picked\\\".\\\"conditional_percentile\\\"\\nFROM \\\"base_groups\\\"\\nLEFT JOIN \\\"picked\\\"\\n ON \\\"base_groups\\\".\\\"smoker\\\" = \\\"picked\\\".\\\"smoker\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile emulation within each \\\"smoker\\\" group after filtering to \\\"region\\\" = 'southeast'. \\\"children\\\" is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21719,"cached_input_tokens":20864,"output_tokens":882}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c55e56159b468838f3d37aa1e98b7836ab411915 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"base_groups\" AS (\n SELECT DISTINCT \"smoker\"\n FROM \"m4\"\n),\n\"filtered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"children\"\n FROM \"m4\"\n WHERE \"region\" = 'southeast'\n AND \"children\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"smoker\",\n \"children\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY \"children\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"smoker\",\n \"children\" AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"base_groups\".\"smoker\",\n \"picked\".\"conditional_percentile\"\nFROM \"base_groups\"\nLEFT JOIN \"picked\"\n ON \"base_groups\".\"smoker\" = \"picked\".\"smoker\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile emulation within each \"smoker\" group after filtering to \"region\" = 'southeast'. \"children\" is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc5b3d81557bfee781af3c8442e1eee9e7c20773 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:36.917269Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:39.359343Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:37:00.283588Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd0e5e501cbc3354533c002bce296362678d1931 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children, condition_col=region. +Result preview: [{"smoker": "yes", "conditional_percentile": 3.0}, {"smoker": "no", "conditional_percentile": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f208aea1f7c06b69e30b38dd048713680ec6a37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/generated_sql.sql @@ -0,0 +1,52 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_5d591a8fe5841a19 +-- problem_id: v2p_m4_c3d112ecee8ac959 +-- realization_mode: agent +-- source_kind: agent +WITH "base_groups" AS ( + SELECT DISTINCT "smoker" + FROM "m4" +), +"filtered" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "children" + FROM "m4" + WHERE "region" = 'southeast' + AND "children" IS NOT NULL +), +"ranked" AS ( + SELECT + "smoker", + "children", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY "children" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "smoker", + "children" AS "conditional_percentile" + FROM "ranked" + WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +) +SELECT + "base_groups"."smoker", + "picked"."conditional_percentile" +FROM "base_groups" +LEFT JOIN "picked" + ON "base_groups"."smoker" = "picked"."smoker" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89eb0f8e81bbd94e2ed67ccd16329e9ca24c7869 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"base_groups\" AS (\n SELECT DISTINCT \"smoker\"\n FROM \"m4\"\n),\n\"filtered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"children\"\n FROM \"m4\"\n WHERE \"region\" = 'southeast'\n AND \"children\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"smoker\",\n \"children\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY \"children\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"picked\" AS (\n SELECT\n \"smoker\",\n \"children\" AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\n)\nSELECT\n \"base_groups\".\"smoker\",\n \"picked\".\"conditional_percentile\"\nFROM \"base_groups\"\nLEFT JOIN \"picked\"\n ON \"base_groups\".\"smoker\" = \"picked\".\"smoker\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"base_groups\\\" AS (\\n SELECT DISTINCT \\\"smoker\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"children\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" = 'southeast'\\n AND \\\"children\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"children\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY \\\"children\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"children\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\n)\\nSELECT\\n \\\"base_groups\\\".\\\"smoker\\\",\\n \\\"picked\\\".\\\"conditional_percentile\\\"\\nFROM \\\"base_groups\\\"\\nLEFT JOIN \\\"picked\\\"\\n ON \\\"base_groups\\\".\\\"smoker\\\" = \\\"picked\\\".\\\"smoker\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"smoker\", \"conditional_percentile\"], \"rows\": [{\"smoker\": \"yes\", \"conditional_percentile\": 3.0}, {\"smoker\": \"no\", \"conditional_percentile\": 3.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5dd2d52f50a34149d4eea727da977937ec7623c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:36:36.641946+00:00", + "ended_at": "2026-05-04T09:37:01.248337+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5d591a8fe5841a19", + "problem_id": "v2p_m4_c3d112ecee8ac959", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children, condition_col=region.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_5d591a8fe5841a19.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5d591a8fe5841a19", + "api_calls": 0, + "input_tokens": 21719, + "cached_input_tokens": 20864, + "output_tokens": 882, + "total_tokens": 22601, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1629, + "estimated_output_tokens": 360, + "estimated_total_tokens": 1989, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24558.56, + "sql_execution_elapsed_ms_total": 7.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5d591a8fe5841a19\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3b332c74e2d4fab2729c465bb6a6ac0fb6a6b28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5d591a8fe5841a19/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:37:01.231180+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24558.56, "started_at": "2026-05-04T09:36:36.644946+00:00", "ended_at": "2026-05-04T09:37:01.203334+00:00", "prompt_metrics": {"chars": 5818, "bytes_utf8": 5818, "lines": 185, "estimated_tokens": 1629}, "response_metrics": {"chars": 1216, "bytes_utf8": 1216, "lines": 1, "estimated_tokens": 360}, "usage": {"input_tokens": 21719, "cached_input_tokens": 20864, "output_tokens": 882}, "stderr_preview": "2026-05-04T09:36:36.917269Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:39.359343Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=children.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sex", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c3281ed09fa0af27b63250e4d3196f2b4fcb44a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-8c87-78b2-8995-f6dc5578b822"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"sex\\\" and condition_col=\\\"children\\\", interpreting the within-group proportion as the share of rows where children = 0 within each sex group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21663,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f61268135899020c70585f938b19c7a710fd81a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"sex\" and condition_col=\"children\", interpreting the within-group proportion as the share of rows where children = 0 within each sex group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c41ffc0efedfcf32b7675767c8eded9ab18a8351 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:00.579536Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:02.927277Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:09.995138Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e9c8fa375cc8a9b177951227e6ef02c88938738 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=children. +Result preview: [{"sex": "female", "condition_rate": 0.43484626647144947}, {"sex": "male", "condition_rate": 0.42105263157894735}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a97a52d7f2d03e34f34b354e011ef38741a454d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_5f0760537cc872d9 +-- problem_id: v2p_m4_59854db22e39174d +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "sex" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b565090af6aa2e1fff993502b0b193275f9aed8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sex\", \"condition_rate\"], \"rows\": [{\"sex\": \"female\", \"condition_rate\": 0.43484626647144947}, {\"sex\": \"male\", \"condition_rate\": 0.42105263157894735}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e26a297f32359fe8cd12b409a563c566f15ed5bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:32:00.391442+00:00", + "ended_at": "2026-05-04T09:32:10.793347+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5f0760537cc872d9", + "problem_id": "v2p_m4_59854db22e39174d", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=children.", + "bindings": { + "group_col": "sex", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_5f0760537cc872d9.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5f0760537cc872d9", + "api_calls": 0, + "input_tokens": 21663, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 21784, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1573, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1678, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10369.59, + "sql_execution_elapsed_ms_total": 2.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5f0760537cc872d9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63b3e1cc31c561861ac9d360959175411feece3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5f0760537cc872d9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:10.782277+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10369.59, "started_at": "2026-05-04T09:32:00.393920+00:00", "ended_at": "2026-05-04T09:32:10.751619+00:00", "prompt_metrics": {"chars": 5545, "bytes_utf8": 5545, "lines": 183, "estimated_tokens": 1573}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21663, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T09:32:00.579536Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:02.927277Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8eb59dd4cb066d428a289b0a4f24568eb5ed243 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-eb67-76a0-8761-e1bc187ee52e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col bound to \\\"sex\\\" and measure_col bound to \\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":19840,"output_tokens":136}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d140f45d7a1f5f36db6e7138ee9b7707641f073 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col bound to \"sex\" and measure_col bound to \"age\". Cast \"age\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6fa9728747500e007ab8bfb03c13fe737a374f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:12.915312Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:15.251599Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:24.024619Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bd4cf29dc64d36dddadb83a18ca0c6f32b8b73e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "female", "avg_measure": 39.48169838945827}, {"sex": "male", "avg_measure": 38.74822190611664}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1553d0dae02eaa3d647763271ba28b055abd97d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_5fe5c51166778b43 +-- problem_id: v2p_m4_7a463ece1922461b +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37766350439b38814de4fae11ccc37df61549826 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"avg_measure\": 39.48169838945827}, {\"sex\": \"male\", \"avg_measure\": 38.74822190611664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b6f126b54dd817bc01cb910f72f234ec7af71b9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:18:12.643462+00:00", + "ended_at": "2026-05-04T09:18:24.748318+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_5fe5c51166778b43", + "problem_id": "v2p_m4_7a463ece1922461b", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_5fe5c51166778b43.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_5fe5c51166778b43", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 21737, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1606, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12053.66, + "sql_execution_elapsed_ms_total": 3.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_5fe5c51166778b43\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e097fca4db1b2aff322473061940d198ad37dc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_5fe5c51166778b43/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:24.733069+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12053.66, "started_at": "2026-05-04T09:18:12.643462+00:00", "ended_at": "2026-05-04T09:18:24.703828+00:00", "prompt_metrics": {"chars": 5292, "bytes_utf8": 5292, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21601, "cached_input_tokens": 19840, "output_tokens": 136}, "stderr_preview": "2026-05-04T09:18:12.915312Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:15.251599Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, group_col_2=region, measure_col=children.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "measure_col": "children", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fa9793570f1718a77938450df5c78b441c4c404 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-79fc-77e3-b441-5a0a4ccb7d4f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"smoker\\\", \\\"region\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Two-Dimensional Group Average template with group_col=\\\"smoker\\\", group_col_2=\\\"region\\\", and measure_col=\\\"children\\\". CAST(\\\"children\\\" AS REAL) ensures SQLite-compatible numeric averaging because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21658,"cached_input_tokens":19840,"output_tokens":155}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60ab3eac57cec91df7b058837d9d4e6413d4c184 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"smoker\", \"region\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY avg_measure DESC;","notes":"Used the provided Two-Dimensional Group Average template with group_col=\"smoker\", group_col_2=\"region\", and measure_col=\"children\". CAST(\"children\" AS REAL) ensures SQLite-compatible numeric averaging because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6c6da7196c97ba059c505666960e91ed3518719 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:44.782388Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:47.080162Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:54.797306Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54540a8a66550994755153a698227f0f1b83f6b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, group_col_2=region, measure_col=children. +Result preview: [{"smoker": "yes", "region": "northwest", "avg_measure": 1.271186440677966}, {"smoker": "yes", "region": "southwest", "avg_measure": 1.1864406779661016}, {"smoker": "no", "region": "southwest", "avg_measure": 1.1484098939929328}, {"smoker": "no", "region": "northwest", "avg_measure": 1.1428571428571428}, {"smoker": "no", "region": "northeast", "avg_measure": 1.053639846743295}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7547d4a1355727295b91878ff032f4b02cbcd252 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_642da599c76eaa97 +-- problem_id: v2p_m4_e645d92c3a5b0a83 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", "region", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b47e83ce9620cd3cea58ace7c0df66dab2bfcb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"smoker\", \"region\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"smoker\\\", \\\"region\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"region\", \"avg_measure\"], \"rows\": [{\"smoker\": \"yes\", \"region\": \"northwest\", \"avg_measure\": 1.271186440677966}, {\"smoker\": \"yes\", \"region\": \"southwest\", \"avg_measure\": 1.1864406779661016}, {\"smoker\": \"no\", \"region\": \"southwest\", \"avg_measure\": 1.1484098939929328}, {\"smoker\": \"no\", \"region\": \"northwest\", \"avg_measure\": 1.1428571428571428}, {\"smoker\": \"no\", \"region\": \"northeast\", \"avg_measure\": 1.053639846743295}, {\"smoker\": \"no\", \"region\": \"southeast\", \"avg_measure\": 1.0452961672473868}, {\"smoker\": \"yes\", \"region\": \"northeast\", \"avg_measure\": 1.0441176470588236}, {\"smoker\": \"yes\", \"region\": \"southeast\", \"avg_measure\": 1.03125}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..10f71af9b7244ef117e496c2e9a002e9402c9014 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:29:44.510651+00:00", + "ended_at": "2026-05-04T09:29:55.484772+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_642da599c76eaa97", + "problem_id": "v2p_m4_e645d92c3a5b0a83", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, group_col_2=region, measure_col=children.", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "measure_col": "children", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_642da599c76eaa97.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_642da599c76eaa97", + "api_calls": 0, + "input_tokens": 21658, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 21813, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1568, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1681, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10936.19, + "sql_execution_elapsed_ms_total": 3.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_642da599c76eaa97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45e522067908453b61f63d9c5c664264d49316ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_642da599c76eaa97/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:29:55.469429+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10936.19, "started_at": "2026-05-04T09:29:44.515267+00:00", "ended_at": "2026-05-04T09:29:55.451875+00:00", "prompt_metrics": {"chars": 5470, "bytes_utf8": 5470, "lines": 182, "estimated_tokens": 1568}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21658, "cached_input_tokens": 19840, "output_tokens": 155}, "stderr_preview": "2026-05-04T09:29:44.782388Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:47.080162Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=region.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "smoker", + "condition_col": "region", + "condition_value": "southwest", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bcdfcaca50417d8499ff2c7502a2767740a7193 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-7641-7a20-af6a-b42eccdb9f38"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southwest' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applies the Grouped Condition Rate template with group_col=\\\"smoker\\\" and condition_col=\\\"region\\\", measuring the share of rows in each smoker group where region = 'southwest'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21668,"cached_input_tokens":20864,"output_tokens":197}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42f43c221a8fa9137fc3abcea7fcc6ea40c72ad1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"region\" = 'southwest' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY \"condition_rate\" DESC;","notes":"Applies the Grouped Condition Rate template with group_col=\"smoker\" and condition_col=\"region\", measuring the share of rows in each smoker group where region = 'southwest'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38db8ce230a46b460baf577fc1eda705dd4000e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:00.401316Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:02.764284Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:12.554190Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5ea298c253165009247bfc3b7b260d65dbbe67d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=region. +Result preview: [{"smoker": "no", "condition_rate": 0.2563405797101449}, {"smoker": "yes", "condition_rate": 0.20921985815602837}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7febd822918372b42632960d7ad79197abac0df0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_649c9e91330b6b44 +-- problem_id: v2p_m4_a86af777d6b2826e +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "region" = 'southwest' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m4" +GROUP BY "smoker" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a68ab811fa0de4777cc27461070bc3f9e6a3be4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"region\" = 'southwest' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southwest' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"smoker\", \"condition_rate\"], \"rows\": [{\"smoker\": \"no\", \"condition_rate\": 0.2563405797101449}, {\"smoker\": \"yes\", \"condition_rate\": 0.20921985815602837}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f2e9a9f945959927e447f525c9d18f062057dfd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:33:00.184583+00:00", + "ended_at": "2026-05-04T09:33:13.293716+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_649c9e91330b6b44", + "problem_id": "v2p_m4_a86af777d6b2826e", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=region.", + "bindings": { + "group_col": "smoker", + "condition_col": "region", + "condition_value": "southwest", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_649c9e91330b6b44.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_649c9e91330b6b44", + "api_calls": 0, + "input_tokens": 21668, + "cached_input_tokens": 20864, + "output_tokens": 197, + "total_tokens": 21865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1578, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1688, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13068.47, + "sql_execution_elapsed_ms_total": 4.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_649c9e91330b6b44\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e63ab7c5ddb786bb7638b0865ebc45f3bd75907 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_649c9e91330b6b44/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:13.277446+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13068.47, "started_at": "2026-05-04T09:33:00.187400+00:00", "ended_at": "2026-05-04T09:33:13.255603+00:00", "prompt_metrics": {"chars": 5567, "bytes_utf8": 5567, "lines": 183, "estimated_tokens": 1578}, "response_metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21668, "cached_input_tokens": 20864, "output_tokens": 197}, "stderr_preview": "2026-05-04T09:33:00.401316Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:02.764284Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=region, measure_col=children.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "measure_col": "children", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2c8094d51782875f2b05bf4a36809ee5df13ee6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-b8cc-7680-af94-315ebdd03197"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"region\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the required Two-Dimensional Group Average template with group_col=\\\"sex\\\", group_col_2=\\\"region\\\", and measure_col=\\\"children\\\". Cast \\\"children\\\" from TEXT to REAL for a correct SQLite average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21656,"cached_input_tokens":20864,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61601e11d81a0fc38fe6f8d8a4aaace67ee6671f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"region\", AVG(CAST(\"children\" AS REAL)) AS \"avg_measure\"\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the required Two-Dimensional Group Average template with group_col=\"sex\", group_col_2=\"region\", and measure_col=\"children\". Cast \"children\" from TEXT to REAL for a correct SQLite average."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc3cff0c88e205a5249450b1211246ecc4e6e02e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:55.343600Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:57.849753Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:08.841375Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae53b613d693a5a10cf43366f90bb4bdcac97d67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=region, measure_col=children. +Result preview: [{"sex": "male", "region": "southwest", "avg_measure": 1.186046511627907}, {"sex": "male", "region": "northwest", "avg_measure": 1.1717791411042944}, {"sex": "female", "region": "northwest", "avg_measure": 1.1597633136094674}, {"sex": "female", "region": "southwest", "avg_measure": 1.1235294117647059}, {"sex": "male", "region": "northeast", "avg_measure": 1.095808383233533}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c5287497fd0c6d79033cf6c43ed368cc9b12c0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_6a683385692aae9c +-- problem_id: v2p_m4_5af511af3e4d03aa +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", AVG(CAST("children" AS REAL)) AS "avg_measure" +FROM "m4" +GROUP BY "sex", "region" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b3a62dd1de3e30ec09e0afed7e83c2509bebb25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"region\", AVG(CAST(\"children\" AS REAL)) AS \"avg_measure\"\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"region\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"sex\", \"region\", \"avg_measure\"], \"rows\": [{\"sex\": \"male\", \"region\": \"southwest\", \"avg_measure\": 1.186046511627907}, {\"sex\": \"male\", \"region\": \"northwest\", \"avg_measure\": 1.1717791411042944}, {\"sex\": \"female\", \"region\": \"northwest\", \"avg_measure\": 1.1597633136094674}, {\"sex\": \"female\", \"region\": \"southwest\", \"avg_measure\": 1.1235294117647059}, {\"sex\": \"male\", \"region\": \"northeast\", \"avg_measure\": 1.095808383233533}, {\"sex\": \"male\", \"region\": \"southeast\", \"avg_measure\": 1.044776119402985}, {\"sex\": \"female\", \"region\": \"southeast\", \"avg_measure\": 1.0384615384615385}, {\"sex\": \"female\", \"region\": \"northeast\", \"avg_measure\": 1.0061728395061729}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..82e2e8ce2ceee3cadec541d67064c2f6244b2205 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:28:55.104595+00:00", + "ended_at": "2026-05-04T09:29:09.531827+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6a683385692aae9c", + "problem_id": "v2p_m4_5af511af3e4d03aa", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=region, measure_col=children.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "measure_col": "children", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_6a683385692aae9c.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6a683385692aae9c", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 20864, + "output_tokens": 124, + "total_tokens": 21780, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14393.98, + "sql_execution_elapsed_ms_total": 3.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_6a683385692aae9c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16db2dd12dffc12ee155428a11dbb78ab8f32c91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6a683385692aae9c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:29:09.520222+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14393.98, "started_at": "2026-05-04T09:28:55.106850+00:00", "ended_at": "2026-05-04T09:29:09.501000+00:00", "prompt_metrics": {"chars": 5466, "bytes_utf8": 5466, "lines": 182, "estimated_tokens": 1566}, "response_metrics": {"chars": 424, "bytes_utf8": 424, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21656, "cached_input_tokens": 20864, "output_tokens": 124}, "stderr_preview": "2026-05-04T09:28:55.343600Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:57.849753Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=sex, group_col_2=children.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fa17c36027ea376426b1006eaaca12e88ccd59e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df26a-7aa0-7ad3-b063-5f2837a399aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"sex\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"sex\\\", \\\"children\\\"\\nLIMIT 12;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"sex\\\" and group_col_2=\\\"children\\\", quoting identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21678,"cached_input_tokens":20864,"output_tokens":132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0875587773cdd19b2f82fbb5186e3feb793a7d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"sex\",\n \"children\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY support ASC, \"sex\", \"children\"\nLIMIT 12;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"sex\" and group_col_2=\"children\", quoting identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..562f4db71aa5dfbdc603e685993996c7ce221a47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:55:57.792050Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:56:00.174012Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:56:07.435001Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c4cc8fd7ab050943373d3d8fc9746e259a738ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=sex, group_col_2=children. +Result preview: [{"sex": "female", "children": "5", "support": 18}, {"sex": "female", "children": "4", "support": 22}, {"sex": "male", "children": "5", "support": 24}, {"sex": "male", "children": "4", "support": 30}, {"sex": "female", "children": "3", "support": 162}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da663ff4dce8d4e7ecf902ecfec9fe9f83930281 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_6d209d27da8ed429 +-- problem_id: v2p_m4_42fc626d07f9e427 +-- realization_mode: agent +-- source_kind: agent +SELECT + "sex", + "children", + COUNT(*) AS support +FROM "m4" +GROUP BY "sex", "children" +ORDER BY support ASC, "sex", "children" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a37965c461a93f8e575ea823e03e6da46baf75b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"sex\",\n \"children\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY support ASC, \"sex\", \"children\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"sex\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"sex\\\", \\\"children\\\"\\nLIMIT 12;\", \"columns\": [\"sex\", \"children\", \"support\"], \"rows\": [{\"sex\": \"female\", \"children\": \"5\", \"support\": 18}, {\"sex\": \"female\", \"children\": \"4\", \"support\": 22}, {\"sex\": \"male\", \"children\": \"5\", \"support\": 24}, {\"sex\": \"male\", \"children\": \"4\", \"support\": 30}, {\"sex\": \"female\", \"children\": \"3\", \"support\": 162}, {\"sex\": \"male\", \"children\": \"3\", \"support\": 162}, {\"sex\": \"female\", \"children\": \"2\", \"support\": 244}, {\"sex\": \"male\", \"children\": \"2\", \"support\": 252}, {\"sex\": \"female\", \"children\": \"1\", \"support\": 326}, {\"sex\": \"male\", \"children\": \"1\", \"support\": 346}, {\"sex\": \"male\", \"children\": \"0\", \"support\": 592}, {\"sex\": \"female\", \"children\": \"0\", \"support\": 594}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6dc4b8e2697edabfd87abbb900c6bdf0bfd1dcfe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:55:57.588276+00:00", + "ended_at": "2026-05-04T09:56:08.437276+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6d209d27da8ed429", + "problem_id": "v2p_m4_42fc626d07f9e427", + "dataset_id": "m4", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=sex, group_col_2=children.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_6d209d27da8ed429.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6d209d27da8ed429", + "api_calls": 0, + "input_tokens": 21678, + "cached_input_tokens": 20864, + "output_tokens": 132, + "total_tokens": 21810, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1590, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1688, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10812.31, + "sql_execution_elapsed_ms_total": 5.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_6d209d27da8ed429\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39c9eb349922696cb4d075c0c16472207421ae49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6d209d27da8ed429/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:56:08.422473+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10812.31, "started_at": "2026-05-04T09:55:57.589271+00:00", "ended_at": "2026-05-04T09:56:08.402889+00:00", "prompt_metrics": {"chars": 5461, "bytes_utf8": 5461, "lines": 180, "estimated_tokens": 1590}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21678, "cached_input_tokens": 20864, "output_tokens": 132}, "stderr_preview": "2026-05-04T09:55:57.792050Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:56:00.174012Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sex, group_col_2=smoker.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..160d863c145c88c9bb660ff883728c942f0544e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df26a-dd75-7951-99ab-7fe372d3b743"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"sex\\\",\\n \\\"smoker\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY support ASC, \\\"sex\\\", \\\"smoker\\\"\\nLIMIT 13;\",\"notes\":\"Applied the planned Pairwise Sparse Slice Count template with group_col=\\\"sex\\\" and group_col_2=\\\"smoker\\\" on the single table \\\"m4\\\", quoting identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21679,"cached_input_tokens":20864,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08719bef33e6c27b72884d36c65c311ace78539e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"sex\",\n \"smoker\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY support ASC, \"sex\", \"smoker\"\nLIMIT 13;","notes":"Applied the planned Pairwise Sparse Slice Count template with group_col=\"sex\" and group_col_2=\"smoker\" on the single table \"m4\", quoting identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..034f9fd0bb1227ba869b48841f877143a280a279 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:56:23.111659Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:56:25.615548Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:56:35.090108Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b7f1f3d7d2f36acca472dde600fdf12c59b8db5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sex, group_col_2=smoker. +Result preview: [{"sex": "female", "smoker": "yes", "support": 232}, {"sex": "male", "smoker": "yes", "support": 332}, {"sex": "male", "smoker": "no", "support": 1074}, {"sex": "female", "smoker": "no", "support": 1134}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a459b04582dbc9b3e4dda72f2289b3620b3769b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_6dc3394804795858 +-- problem_id: v2p_m4_e0c76e0f2938de00 +-- realization_mode: agent +-- source_kind: agent +SELECT + "sex", + "smoker", + COUNT(*) AS support +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY support ASC, "sex", "smoker" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..334cea9b214c6a17f8e144ccd6057a17a3746444 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"sex\",\n \"smoker\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY support ASC, \"sex\", \"smoker\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"sex\\\",\\n \\\"smoker\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY support ASC, \\\"sex\\\", \\\"smoker\\\"\\nLIMIT 13;\", \"columns\": [\"sex\", \"smoker\", \"support\"], \"rows\": [{\"sex\": \"female\", \"smoker\": \"yes\", \"support\": 232}, {\"sex\": \"male\", \"smoker\": \"yes\", \"support\": 332}, {\"sex\": \"male\", \"smoker\": \"no\", \"support\": 1074}, {\"sex\": \"female\", \"smoker\": \"no\", \"support\": 1134}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5819d2512d335f8268a9a4361624c180b148589a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:56:22.904110+00:00", + "ended_at": "2026-05-04T09:56:35.577256+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6dc3394804795858", + "problem_id": "v2p_m4_e0c76e0f2938de00", + "dataset_id": "m4", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=sex, group_col_2=smoker.", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_6dc3394804795858.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6dc3394804795858", + "api_calls": 0, + "input_tokens": 21679, + "cached_input_tokens": 20864, + "output_tokens": 128, + "total_tokens": 21807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1591, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1701, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12643.98, + "sql_execution_elapsed_ms_total": 2.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_6dc3394804795858\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53700940332c424f5c819e2490a241cd272e5f27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6dc3394804795858/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:56:35.567428+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12643.98, "started_at": "2026-05-04T09:56:22.906702+00:00", "ended_at": "2026-05-04T09:56:35.550508+00:00", "prompt_metrics": {"chars": 5460, "bytes_utf8": 5460, "lines": 180, "estimated_tokens": 1591}, "response_metrics": {"chars": 411, "bytes_utf8": 411, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21679, "cached_input_tokens": 20864, "output_tokens": 128}, "stderr_preview": "2026-05-04T09:56:23.111659Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:56:25.615548Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=charges.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "region", + "condition_col": "charges", + "condition_value": "10602.385", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..726fd20a86c1613752c6a932993ce99e22a64d7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-e45a-7300-96a4-c81df57f008a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used template tpl_m4_group_condition_rate with group_col=\\\"region\\\" and condition_col=\\\"charges\\\". CAST(\\\"charges\\\" AS REAL) ensures numeric comparison in SQLite because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21672,"cached_input_tokens":19840,"output_tokens":273}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f86183881f3479b348d0e852ffbaf216d36036c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;","notes":"Used template tpl_m4_group_condition_rate with group_col=\"region\" and condition_col=\"charges\". CAST(\"charges\" AS REAL) ensures numeric comparison in SQLite because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5853d185c699a818eaf627497aae90da7d197e6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:28.588339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:30.981312Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:43.567991Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1275ef54a3e3f78246a04bac39557e8aac3cf8a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=charges. +Result preview: [{"region": "southwest", "condition_rate": 0.005847953216374269}, {"region": "southeast", "condition_rate": 0.0}, {"region": "northwest", "condition_rate": 0.0}, {"region": "northeast", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5866c837ce1c67fc61c196553b9ea9f4107ddf86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_6e5e61f078894fb3 +-- problem_id: v2p_m4_6a322835e8b9e6d7 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49ce25d1c6c4fa645e96f23550b317ca7bd9eaaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"region\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"region\", \"condition_rate\"], \"rows\": [{\"region\": \"southwest\", \"condition_rate\": 0.005847953216374269}, {\"region\": \"southeast\", \"condition_rate\": 0.0}, {\"region\": \"northwest\", \"condition_rate\": 0.0}, {\"region\": \"northeast\", \"condition_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59d9b59683bfe10b8e03d579996a1a25a85f2d1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:33:28.393036+00:00", + "ended_at": "2026-05-04T09:33:44.392436+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6e5e61f078894fb3", + "problem_id": "v2p_m4_6a322835e8b9e6d7", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=region, condition_col=charges.", + "bindings": { + "group_col": "region", + "condition_col": "charges", + "condition_value": "10602.385", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_6e5e61f078894fb3.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6e5e61f078894fb3", + "api_calls": 0, + "input_tokens": 21672, + "cached_input_tokens": 19840, + "output_tokens": 273, + "total_tokens": 21945, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1582, + "estimated_output_tokens": 112, + "estimated_total_tokens": 1694, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15967.45, + "sql_execution_elapsed_ms_total": 2.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_6e5e61f078894fb3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..156d7d3cac5d05212d7b8124daa6a9849d9b15c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6e5e61f078894fb3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:44.381608+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15967.45, "started_at": "2026-05-04T09:33:28.395311+00:00", "ended_at": "2026-05-04T09:33:44.363432+00:00", "prompt_metrics": {"chars": 5565, "bytes_utf8": 5565, "lines": 183, "estimated_tokens": 1582}, "response_metrics": {"chars": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 21672, "cached_input_tokens": 19840, "output_tokens": 273}, "stderr_preview": "2026-05-04T09:33:28.588339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:30.981312Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a5300a855381629cd20dd544e27a5388d267dfc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-5671-7563-832b-ad8148a91136"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"children\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"children\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"children\\\" and measure_col=\\\"children\\\". Cast \\\"children\\\" to REAL for a numeric AVG in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21643,"cached_input_tokens":20864,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96c7e060656186a74e656a91fc76b693e9f3deb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"children\", AVG(CAST(\"children\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\"\nHAVING COUNT(*) > 5\nORDER BY \"children\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"children\" and measure_col=\"children\". Cast \"children\" to REAL for a numeric AVG in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ec599018a4d19a1db3e28383706c9e8b5cde20d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:02.468001Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:04.857140Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:12.988536Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd3169954f84a8ceed3a49a1a208563152f99106 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "0", "avg_measure": 0.0, "support": 1186}, {"children": "1", "avg_measure": 1.0, "support": 672}, {"children": "2", "avg_measure": 2.0, "support": 496}, {"children": "3", "avg_measure": 3.0, "support": 324}, {"children": "4", "avg_measure": 4.0, "support": 52}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..abf111e06044d026a69bd761c773d7cf157a1203 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_6f02b3335a76db9d +-- problem_id: v2p_m4_4a7662f2e99ca695 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("children" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "children" +HAVING COUNT(*) > 5 +ORDER BY "children"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..878c97242e18c6a11b3e26de4b9cc1a67694580d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"children\", AVG(CAST(\"children\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\"\nHAVING COUNT(*) > 5\nORDER BY \"children\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"children\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"children\\\";\", \"columns\": [\"children\", \"avg_measure\", \"support\"], \"rows\": [{\"children\": \"0\", \"avg_measure\": 0.0, \"support\": 1186}, {\"children\": \"1\", \"avg_measure\": 1.0, \"support\": 672}, {\"children\": \"2\", \"avg_measure\": 2.0, \"support\": 496}, {\"children\": \"3\", \"avg_measure\": 3.0, \"support\": 324}, {\"children\": \"4\", \"avg_measure\": 4.0, \"support\": 52}, {\"children\": \"5\", \"avg_measure\": 5.0, \"support\": 42}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d2b8fc6e7271fbaa09275390f9c8fb9e1dcc5737 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:23:02.187764+00:00", + "ended_at": "2026-05-04T09:23:13.821176+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6f02b3335a76db9d", + "problem_id": "v2p_m4_4a7662f2e99ca695", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_6f02b3335a76db9d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6f02b3335a76db9d", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 20864, + "output_tokens": 164, + "total_tokens": 21807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11594.18, + "sql_execution_elapsed_ms_total": 2.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_6f02b3335a76db9d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88fe8ebbf90c2086dc97dbd527c22b32f4a273d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:13.806936+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11594.18, "started_at": "2026-05-04T09:23:02.189974+00:00", "ended_at": "2026-05-04T09:23:13.784696+00:00", "prompt_metrics": {"chars": 5447, "bytes_utf8": 5447, "lines": 180, "estimated_tokens": 1555}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21643, "cached_input_tokens": 20864, "output_tokens": 164}, "stderr_preview": "2026-05-04T09:23:02.468001Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:04.857140Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"children\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"children\\\" and measure_col=\\\"children\\\". Cast \\\"children\\\" to REAL for a numeric AVG in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5d1884379d3a28b72d8ebbae00db5659b4c8fb57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6f02b3335a76db9d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6f02b3335a76db9d", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 20864, + "output_tokens": 164, + "total_tokens": 21807, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1659, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11594.18, + "sql_execution_elapsed_ms_total": 2.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_6f02b3335a76db9d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5dfd3afd2dd392f7ab457c8066d3350039a82e75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5299, "bytes_utf8": 5299, "lines": 180, "estimated_tokens": 1513}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 21603, "cached_input_tokens": 20864, "output_tokens": 126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1653dd6941f8046bdc485c57bb4da1a4975da1a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6fa322946270ed22", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 21729, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 91, + "estimated_total_tokens": 1604, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11952.19, + "sql_execution_elapsed_ms_total": 1.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_6fa322946270ed22\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea101f03c0dc12ac4441ef0b6f5c5b509817a94a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:20:46.383843+00:00", + "ended_at": "2026-05-04T09:20:58.336139+00:00", + "elapsed_ms": 11952.19, + "prompt_metrics": { + "chars": 5299, + "bytes_utf8": 5299, + "lines": 180, + "estimated_tokens": 1513 + }, + "stdout_metrics": { + "chars": 674, + "bytes_utf8": 674, + "lines": 4, + "estimated_tokens": 198 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 346, + "bytes_utf8": 346, + "lines": 1, + "estimated_tokens": 91 + }, + "usage": { + "input_tokens": 21603, + "cached_input_tokens": 20864, + "output_tokens": 126 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82abe74934fea981510240eb93545e761ae493a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98cff1e896e9d9721f1fc61eb8d6b50e4513b977 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-43bd-7092-bcb7-437c990d2b30"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"smoker\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21603,"cached_input_tokens":20864,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd6da5c58d8bec479d489bf52dc6810901bed378 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"smoker\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL for numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e31ac0be8897e98c5773060d07d9dafd53784a39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:46.572365Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:48.890129Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:57.564843Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a42e869eccd407b682c8c44823597227f23b3c76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "no", "avg_measure": 39.27536231884058}, {"smoker": "yes", "avg_measure": 38.46099290780142}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3222a1d4af7d09fa1534e7d1f61f3e402f752f7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_6fa322946270ed22 +-- problem_id: v2p_m4_bb809e1d487e8129 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..294b1798e2fb5e434bb72b7ffaf4fbfd165c4ba0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"avg_measure\"], \"rows\": [{\"smoker\": \"no\", \"avg_measure\": 39.27536231884058}, {\"smoker\": \"yes\", \"avg_measure\": 38.46099290780142}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..984787cc85583dea4de9e2b14f471533d07cdcb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:20:46.381687+00:00", + "ended_at": "2026-05-04T09:20:58.364191+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6fa322946270ed22", + "problem_id": "v2p_m4_bb809e1d487e8129", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_6fa322946270ed22.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6fa322946270ed22", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 20864, + "output_tokens": 126, + "total_tokens": 21729, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 91, + "estimated_total_tokens": 1604, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11952.19, + "sql_execution_elapsed_ms_total": 1.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_6fa322946270ed22\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efefe564a50d1ecfdc5b3001867f7dccf532660d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6fa322946270ed22/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:58.354727+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11952.19, "started_at": "2026-05-04T09:20:46.383843+00:00", "ended_at": "2026-05-04T09:20:58.336139+00:00", "prompt_metrics": {"chars": 5299, "bytes_utf8": 5299, "lines": 180, "estimated_tokens": 1513}, "response_metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 21603, "cached_input_tokens": 20864, "output_tokens": 126}, "stderr_preview": "2026-05-04T09:20:46.572365Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:48.890129Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "12032.326", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..df55424e95b52d4f9cbd1d62772015aa5406ad71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-19b1-70d1-8826-7361b30f6201"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '12032.326' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with fixed bindings group_col=sex, group_col_2=children, and target_col=charges. Since the SQLite schema stores \\\"charges\\\" as TEXT, the target value is compared as a string literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21704,"cached_input_tokens":20864,"output_tokens":179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b530a1917460bb1164e8e9997e49d42abd120c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN \"charges\" = '12032.326' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with fixed bindings group_col=sex, group_col_2=children, and target_col=charges. Since the SQLite schema stores \"charges\" as TEXT, the target value is compared as a string literal."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89be48a333744dd793332fac1b3509f6856d8e88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:09.039539Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:11.365552Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:19.701970Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4b24d3fbc0d97ebc2db263dc1dc137875d2ebe3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=children, target_col=charges. +Result preview: [{"sex": "female", "children": "1", "target_rate": 0.012269938650306749}, {"sex": "female", "children": "0", "target_rate": 0.0}, {"sex": "female", "children": "2", "target_rate": 0.0}, {"sex": "female", "children": "3", "target_rate": 0.0}, {"sex": "female", "children": "4", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ce269b360efa446ee1ae491e1974f1ddc0bfac1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_6feade3e1baff465 +-- problem_id: v2p_m4_a3481ed17350ced9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN "charges" = '12032.326' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e5f0ed1ce737f26cbf50b727f3b497fdaca4e79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN \"charges\" = '12032.326' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '12032.326' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"children\", \"target_rate\"], \"rows\": [{\"sex\": \"female\", \"children\": \"1\", \"target_rate\": 0.012269938650306749}, {\"sex\": \"female\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"5\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"1\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"5\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cb78770f0860d8ea0a1ee66a0ee848d8f3766a81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:27:08.841668+00:00", + "ended_at": "2026-05-04T09:27:20.556140+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_6feade3e1baff465", + "problem_id": "v2p_m4_a3481ed17350ced9", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "12032.326", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_6feade3e1baff465.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_6feade3e1baff465", + "api_calls": 0, + "input_tokens": 21704, + "cached_input_tokens": 20864, + "output_tokens": 179, + "total_tokens": 21883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1614, + "estimated_output_tokens": 127, + "estimated_total_tokens": 1741, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11680.74, + "sql_execution_elapsed_ms_total": 3.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_6feade3e1baff465\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcb24237839b15ee60c54e8e8be5d7e2e8f80239 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_6feade3e1baff465/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:20.544091+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11680.74, "started_at": "2026-05-04T09:27:08.846611+00:00", "ended_at": "2026-05-04T09:27:20.525169+00:00", "prompt_metrics": {"chars": 5604, "bytes_utf8": 5604, "lines": 183, "estimated_tokens": 1614}, "response_metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 21704, "cached_input_tokens": 20864, "output_tokens": 179}, "stderr_preview": "2026-05-04T09:27:09.039539Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:11.365552Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..432903097f08046c3ee3691f342dc3e08b201574 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-d25b-7241-8115-6a66d13e6969"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Two-Dimensional Group Average template with group_col=\\\"sex\\\", group_col_2=\\\"children\\\", and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL for a reliable SQLite average because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21656,"cached_input_tokens":19840,"output_tokens":166}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d4808d26b0142a156c83d66e0511a29a95bd24f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Two-Dimensional Group Average template with group_col=\"sex\", group_col_2=\"children\", and measure_col=\"age\". Cast \"age\" to REAL for a reliable SQLite average because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..516c14ee2af467c5ef8bededf7949e8d94b44e98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:07.414574Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:09.746146Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:18.738286Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ccc4bd08eac33e5144de2e71b8d3b3ec75a336 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age. +Result preview: [{"sex": "female", "children": "4", "avg_measure": 42.0}, {"sex": "female", "children": "3", "avg_measure": 41.864197530864196}, {"sex": "male", "children": "3", "avg_measure": 40.925925925925924}, {"sex": "female", "children": "2", "avg_measure": 40.057377049180324}, {"sex": "female", "children": "1", "avg_measure": 39.644171779141104}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3179380052b124b96fa0f99609d02f5a04620080 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_7074ab4652ea3f2a +-- problem_id: v2p_m4_26e507969152088b +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..315b2cacf1c786a19aa550ec1b408546deb76f69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"children\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"children\": \"4\", \"avg_measure\": 42.0}, {\"sex\": \"female\", \"children\": \"3\", \"avg_measure\": 41.864197530864196}, {\"sex\": \"male\", \"children\": \"3\", \"avg_measure\": 40.925925925925924}, {\"sex\": \"female\", \"children\": \"2\", \"avg_measure\": 40.057377049180324}, {\"sex\": \"female\", \"children\": \"1\", \"avg_measure\": 39.644171779141104}, {\"sex\": \"male\", \"children\": \"1\", \"avg_measure\": 38.97687861271676}, {\"sex\": \"male\", \"children\": \"2\", \"avg_measure\": 38.53968253968254}, {\"sex\": \"female\", \"children\": \"0\", \"avg_measure\": 38.48148148148148}, {\"sex\": \"male\", \"children\": \"0\", \"avg_measure\": 38.38175675675676}, {\"sex\": \"female\", \"children\": \"5\", \"avg_measure\": 37.22222222222222}, {\"sex\": \"male\", \"children\": \"4\", \"avg_measure\": 36.4}, {\"sex\": \"male\", \"children\": \"5\", \"avg_measure\": 34.916666666666664}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c596ea09919eb935b2a0522adfdd74b215828c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:30:07.143529+00:00", + "ended_at": "2026-05-04T09:30:19.707372+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7074ab4652ea3f2a", + "problem_id": "v2p_m4_26e507969152088b", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_7074ab4652ea3f2a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7074ab4652ea3f2a", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 19840, + "output_tokens": 166, + "total_tokens": 21822, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12531.44, + "sql_execution_elapsed_ms_total": 3.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_7074ab4652ea3f2a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fdf136565e446acd24c98732bdadea51a763329f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7074ab4652ea3f2a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:19.695507+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12531.44, "started_at": "2026-05-04T09:30:07.146682+00:00", "ended_at": "2026-05-04T09:30:19.674183+00:00", "prompt_metrics": {"chars": 5461, "bytes_utf8": 5461, "lines": 182, "estimated_tokens": 1566}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21656, "cached_input_tokens": 19840, "output_tokens": 166}, "stderr_preview": "2026-05-04T09:30:07.414574Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:09.746146Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5707993d4daa3f8d8b60aa08de9d4f7a29dd047 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-3dde-7722-85bd-4986d7b45613"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"smoker\\\";\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"smoker\\\", measure_col=\\\"children\\\", and min_group_size=5. Casted \\\"children\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21644,"cached_input_tokens":19840,"output_tokens":222}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4044e1053ad3ccee06a17ccb62e08e514114c823 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"smoker\", AVG(CAST(\"children\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"smoker\"\nHAVING COUNT(*) > 5\nORDER BY \"smoker\";","notes":"Applied the planned Support-Guarded Group Average template with group_col=\"smoker\", measure_col=\"children\", and min_group_size=5. Casted \"children\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f62f04d5a8546ad3099b22e13c72d0d953dad0a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:50.617771Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:52.912002Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:02.779152Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..050891fcb015837fe9b6c35076cd346811fbe53f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "no", "avg_measure": 1.0978260869565217, "support": 2208}, {"smoker": "yes", "avg_measure": 1.1170212765957446, "support": 564}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a23ce01bb5606fec4c09749e2261ad52486d191 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_70fbe20f5fc24e40 +-- problem_id: v2p_m4_b7b821a2526fef95 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("children" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "smoker" +HAVING COUNT(*) > 5 +ORDER BY "smoker"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96524fe1b1ec0bb6d9aa9b3931500ce3a1b7f12e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"smoker\", AVG(CAST(\"children\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"smoker\"\nHAVING COUNT(*) > 5\nORDER BY \"smoker\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"smoker\\\";\", \"columns\": [\"smoker\", \"avg_measure\", \"support\"], \"rows\": [{\"smoker\": \"no\", \"avg_measure\": 1.0978260869565217, \"support\": 2208}, {\"smoker\": \"yes\", \"avg_measure\": 1.1170212765957446, \"support\": 564}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ab97e1118038a9ec2817a45a12fd6b685e943156 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:21:50.411050+00:00", + "ended_at": "2026-05-04T09:22:03.340517+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_70fbe20f5fc24e40", + "problem_id": "v2p_m4_b7b821a2526fef95", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_70fbe20f5fc24e40.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_70fbe20f5fc24e40", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 19840, + "output_tokens": 222, + "total_tokens": 21866, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12897.56, + "sql_execution_elapsed_ms_total": 2.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_70fbe20f5fc24e40\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..550c40afdb4a03c718003a5934d4bf55014e3746 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:03.331008+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12897.56, "started_at": "2026-05-04T09:21:50.413906+00:00", "ended_at": "2026-05-04T09:22:03.311047+00:00", "prompt_metrics": {"chars": 5445, "bytes_utf8": 5445, "lines": 180, "estimated_tokens": 1556}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 21644, "cached_input_tokens": 19840, "output_tokens": 222}, "stderr_preview": "2026-05-04T09:21:50.617771Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:52.912002Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"smoker\\\";\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"smoker\\\", measure_col=\\\"children\\\", and min_group_size=5. Casted \\\"children\\\" to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0d9a430a9fb0b6b5fc997877387f734fc3f59a74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_70fbe20f5fc24e40/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_70fbe20f5fc24e40", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 19840, + "output_tokens": 222, + "total_tokens": 21866, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 115, + "estimated_total_tokens": 1671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12897.56, + "sql_execution_elapsed_ms_total": 2.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_70fbe20f5fc24e40\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbd85eb30a9dfad000c9a8260d6b1e3f4bcb714b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5483, "bytes_utf8": 5483, "lines": 182, "estimated_tokens": 1560}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21648, "cached_input_tokens": 20864, "output_tokens": 117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b6781e80f6e58a74148a099eee80e323be7ed3d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_715a8f06bcc80663", + "api_calls": 0, + "input_tokens": 21648, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 21765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1560, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11349.94, + "sql_execution_elapsed_ms_total": 1.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_715a8f06bcc80663\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed44d049b3f1ec2586d9f3185e37cdfeb3f73869 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:43:46.246722+00:00", + "ended_at": "2026-05-04T09:43:57.596611+00:00", + "elapsed_ms": 11349.94, + "prompt_metrics": { + "chars": 5483, + "bytes_utf8": 5483, + "lines": 182, + "estimated_tokens": 1560 + }, + "stdout_metrics": { + "chars": 731, + "bytes_utf8": 731, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13168 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 405, + "bytes_utf8": 405, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 21648, + "cached_input_tokens": 20864, + "output_tokens": 117 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..034c63f7dd2a3d7ed7c8fe85bfec550b851b61a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sex", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "southeast", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05758e4ae9012aa62875d901cb6a8ca37001a33d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25f-51f5-7f30-a89f-08417d4ab82d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'southeast'\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col bound to \\\"sex\\\" and predicate filtering \\\"region\\\" = 'southeast'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21648,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a106e79445d490822f97d04d3d67d966ff06a305 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"region\" = 'southeast'\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 11;","notes":"Applied the required Filtered Top-k Group Count template with group_col bound to \"sex\" and predicate filtering \"region\" = 'southeast'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5700e788da802e350c49cf4e9645c984eb9edfe5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:43:46.524871Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:43:48.898458Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:43:56.778497Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1d638b3bb05ddafc4a3c6ca9c71b42dc645ac1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex. +Result preview: [{"sex": "male", "support": 402}, {"sex": "female", "support": 364}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..306db1a6a3e43452b86f9fcde082be81e4b7fdba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_715a8f06bcc80663 +-- problem_id: v2p_m4_943365237d8c5b64 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE "region" = 'southeast' +GROUP BY "sex" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c360c9bbd7cf2fdabefd5f5c665a14d77fe22ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"region\" = 'southeast'\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'southeast'\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"sex\", \"support\"], \"rows\": [{\"sex\": \"male\", \"support\": 402}, {\"sex\": \"female\", \"support\": 364}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b7ecac4a9029b20ff0eb2f2d2fd8f8952906d05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:43:46.244202+00:00", + "ended_at": "2026-05-04T09:43:57.625718+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_715a8f06bcc80663", + "problem_id": "v2p_m4_943365237d8c5b64", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "bindings": { + "group_col": "sex", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "southeast", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_715a8f06bcc80663.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_715a8f06bcc80663", + "api_calls": 0, + "input_tokens": 21648, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 21765, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1560, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11349.94, + "sql_execution_elapsed_ms_total": 1.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_715a8f06bcc80663\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3c78ed6900d1af634e5b03d4faaaf50a15c1539 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_715a8f06bcc80663/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:43:57.615909+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11349.94, "started_at": "2026-05-04T09:43:46.246722+00:00", "ended_at": "2026-05-04T09:43:57.596611+00:00", "prompt_metrics": {"chars": 5483, "bytes_utf8": 5483, "lines": 182, "estimated_tokens": 1560}, "response_metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21648, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T09:43:46.524871Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:43:48.898458Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=smoker, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "target_col": "charges", + "target_value": "1135.9407", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..93bdad0b0b65a01007a61a8be8fd3aecafc5f297 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-b229-7462-acf8-514addba94cc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"smoker\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 1135.9407 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"smoker\\\", group_col_2=\\\"region\\\", and target_col=\\\"charges\\\". CAST(\\\"charges\\\" AS REAL) is used because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21708,"cached_input_tokens":20864,"output_tokens":304}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fe351d1eb84479e8982233e872f3d8cb7788b9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"smoker\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 1135.9407 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"smoker\", group_col_2=\"region\", and target_col=\"charges\". CAST(\"charges\" AS REAL) is used because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffadf6b93f19c491abe6034596bf7cb5b93ee987 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:42.547196Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:44.885709Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:56.745901Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..87241c3f516a39636dee737650eed8359af55267 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=smoker, group_col_2=region, target_col=charges. +Result preview: [{"smoker": "no", "region": "southeast", "target_rate": 0.006968641114982578}, {"smoker": "no", "region": "northeast", "target_rate": 0.0}, {"smoker": "no", "region": "northwest", "target_rate": 0.0}, {"smoker": "no", "region": "southwest", "target_rate": 0.0}, {"smoker": "yes", "region": "northeast", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec748036afd7cdbd57f0e461f821e65b4a20b920 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_719680114d3ee334 +-- problem_id: v2p_m4_d16e2b18c9a555a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 1135.9407 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5689cbee4eb58bbdc402beb9fd057f11cdf890b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"smoker\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 1135.9407 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"smoker\", \"region\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"smoker\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 1135.9407 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"smoker\", \"region\", \"target_rate\"], \"rows\": [{\"smoker\": \"no\", \"region\": \"southeast\", \"target_rate\": 0.006968641114982578}, {\"smoker\": \"no\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"smoker\": \"no\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"smoker\": \"no\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"smoker\": \"yes\", \"region\": \"southwest\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30272bdede8907d95f171c70a3cfacadb1037087 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:26:42.325040+00:00", + "ended_at": "2026-05-04T09:26:57.579375+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_719680114d3ee334", + "problem_id": "v2p_m4_d16e2b18c9a555a5", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=smoker, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "smoker", + "group_col_2": "region", + "target_col": "charges", + "target_value": "1135.9407", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_719680114d3ee334.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_719680114d3ee334", + "api_calls": 0, + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 304, + "total_tokens": 22012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 130, + "estimated_total_tokens": 1748, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15219.95, + "sql_execution_elapsed_ms_total": 3.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_719680114d3ee334\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..267c1125f1c05de10c35e0872ee99152bd5296f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_719680114d3ee334/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:26:57.566941+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15219.95, "started_at": "2026-05-04T09:26:42.327309+00:00", "ended_at": "2026-05-04T09:26:57.547942+00:00", "prompt_metrics": {"chars": 5602, "bytes_utf8": 5602, "lines": 183, "estimated_tokens": 1618}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 21708, "cached_input_tokens": 20864, "output_tokens": 304}, "stderr_preview": "2026-05-04T09:26:42.547196Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:44.885709Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce908722a24f4ef129bfee156d7e51e39a8ff9d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df264-d660-7c63-a9c5-8793ca2442a9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"children\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"children\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"smoker\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"target_rank\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n t.\\\"smoker\\\",\\n t.\\\"target_rank\\\",\\n t.\\\"lower_rn\\\",\\n t.\\\"upper_rn\\\",\\n lo.\\\"measure_value\\\" AS \\\"lower_value\\\",\\n hi.\\\"measure_value\\\" AS \\\"upper_value\\\"\\n FROM \\\"targets\\\" t\\n JOIN \\\"ordered\\\" lo\\n ON lo.\\\"smoker\\\" = t.\\\"smoker\\\"\\n AND lo.\\\"rn\\\" = t.\\\"lower_rn\\\"\\n JOIN \\\"ordered\\\" hi\\n ON hi.\\\"smoker\\\" = t.\\\"smoker\\\"\\n AND hi.\\\"rn\\\" = t.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + ((\\\"target_rank\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Emulates SQLite-compatible 90th percentile by group for \\\"smoker\\\" over numeric-cast \\\"children\\\" using window functions and linear interpolation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21641,"cached_input_tokens":20864,"output_tokens":926}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe0288ab18a96dda8f029d454c346974c599c592 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"children\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"children\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"smoker\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"target_rank\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) = CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n t.\"smoker\",\n t.\"target_rank\",\n t.\"lower_rn\",\n t.\"upper_rn\",\n lo.\"measure_value\" AS \"lower_value\",\n hi.\"measure_value\" AS \"upper_value\"\n FROM \"targets\" t\n JOIN \"ordered\" lo\n ON lo.\"smoker\" = t.\"smoker\"\n AND lo.\"rn\" = t.\"lower_rn\"\n JOIN \"ordered\" hi\n ON hi.\"smoker\" = t.\"smoker\"\n AND hi.\"rn\" = t.\"upper_rn\"\n)\nSELECT\n \"smoker\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + ((\"target_rank\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"Emulates SQLite-compatible 90th percentile by group for \"smoker\" over numeric-cast \"children\" using window functions and linear interpolation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01898b032c9dda93fcd1ea0a05213deca770300a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:49:48.096910Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:49:50.484860Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:50:12.461898Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..10515254df748601e98815b747b942e15922fcd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "no", "percentile_measure": 3.0}, {"smoker": "yes", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c7490152e46816824467c6d1ece47acf0952340 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/generated_sql.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_75abca8e7cce982d +-- problem_id: v2p_m4_732b3592fd6ab836 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("children" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" + WHERE "smoker" IS NOT NULL + AND "children" IS NOT NULL +), +"targets" AS ( + SELECT DISTINCT + "smoker", + (1.0 + 0.9 * ("cnt" - 1)) AS "target_rank", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) = CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + t."smoker", + t."target_rank", + t."lower_rn", + t."upper_rn", + lo."measure_value" AS "lower_value", + hi."measure_value" AS "upper_value" + FROM "targets" t + JOIN "ordered" lo + ON lo."smoker" = t."smoker" + AND lo."rn" = t."lower_rn" + JOIN "ordered" hi + ON hi."smoker" = t."smoker" + AND hi."rn" = t."upper_rn" +) +SELECT + "smoker", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + (("target_rank" - "lower_rn") * ("upper_value" - "lower_value")) + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7d9d4792212c092784c075cc2594fbbd9d6a82d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"smoker\"\n ORDER BY CAST(\"children\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"smoker\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"smoker\" IS NOT NULL\n AND \"children\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"smoker\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"target_rank\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) = CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n t.\"smoker\",\n t.\"target_rank\",\n t.\"lower_rn\",\n t.\"upper_rn\",\n lo.\"measure_value\" AS \"lower_value\",\n hi.\"measure_value\" AS \"upper_value\"\n FROM \"targets\" t\n JOIN \"ordered\" lo\n ON lo.\"smoker\" = t.\"smoker\"\n AND lo.\"rn\" = t.\"lower_rn\"\n JOIN \"ordered\" hi\n ON hi.\"smoker\" = t.\"smoker\"\n AND hi.\"rn\" = t.\"upper_rn\"\n)\nSELECT\n \"smoker\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + ((\"target_rank\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"smoker\\\"\\n ORDER BY CAST(\\\"children\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"smoker\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" IS NOT NULL\\n AND \\\"children\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"smoker\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"target_rank\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n t.\\\"smoker\\\",\\n t.\\\"target_rank\\\",\\n t.\\\"lower_rn\\\",\\n t.\\\"upper_rn\\\",\\n lo.\\\"measure_value\\\" AS \\\"lower_value\\\",\\n hi.\\\"measure_value\\\" AS \\\"upper_value\\\"\\n FROM \\\"targets\\\" t\\n JOIN \\\"ordered\\\" lo\\n ON lo.\\\"smoker\\\" = t.\\\"smoker\\\"\\n AND lo.\\\"rn\\\" = t.\\\"lower_rn\\\"\\n JOIN \\\"ordered\\\" hi\\n ON hi.\\\"smoker\\\" = t.\\\"smoker\\\"\\n AND hi.\\\"rn\\\" = t.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + ((\\\"target_rank\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"smoker\", \"percentile_measure\"], \"rows\": [{\"smoker\": \"no\", \"percentile_measure\": 3.0}, {\"smoker\": \"yes\", \"percentile_measure\": 3.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5ffec015ef084407c6b0c3c40284d9e3e545d7a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:49:47.799932+00:00", + "ended_at": "2026-05-04T09:50:13.388460+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_75abca8e7cce982d", + "problem_id": "v2p_m4_732b3592fd6ab836", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_75abca8e7cce982d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_75abca8e7cce982d", + "api_calls": 0, + "input_tokens": 21641, + "cached_input_tokens": 20864, + "output_tokens": 926, + "total_tokens": 22567, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1551, + "estimated_output_tokens": 578, + "estimated_total_tokens": 2129, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25518.98, + "sql_execution_elapsed_ms_total": 24.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_75abca8e7cce982d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b00e83889fb22e8b9d505b0e90654f73421fbaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75abca8e7cce982d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:50:13.354005+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25518.98, "started_at": "2026-05-04T09:49:47.802820+00:00", "ended_at": "2026-05-04T09:50:13.321897+00:00", "prompt_metrics": {"chars": 5478, "bytes_utf8": 5478, "lines": 180, "estimated_tokens": 1551}, "response_metrics": {"chars": 1725, "bytes_utf8": 1725, "lines": 1, "estimated_tokens": 578}, "usage": {"input_tokens": 21641, "cached_input_tokens": 20864, "output_tokens": 926}, "stderr_preview": "2026-05-04T09:49:48.096910Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:49:50.484860Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=sex.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "children", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac61fc8470191cdb8d0b0d53ff3c7de6ab8dfe7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-5654-7362-b428-45c3fc8b28c2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided Grouped Ratio of Two Conditions template with group_col bound to \\\"children\\\" and condition_col bound to \\\"sex\\\", computing male-to-female ratio per children group in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21810,"cached_input_tokens":20864,"output_tokens":194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..09dac104ce874f795c90cf2c5cdde4f1ca297483 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided Grouped Ratio of Two Conditions template with group_col bound to \"children\" and condition_col bound to \"sex\", computing male-to-female ratio per children group in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ae21631c07652899426e95535b6d38469b40488 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:57.785550Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:00.153964Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:09.007010Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8640441fd0a5ecdde2848f62b108020a158164a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=sex. +Result preview: [{"children": "4", "condition_ratio": 1.3636363636363635}, {"children": "5", "condition_ratio": 1.3333333333333333}, {"children": "1", "condition_ratio": 1.0613496932515338}, {"children": "2", "condition_ratio": 1.0327868852459017}, {"children": "3", "condition_ratio": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..50d2615874e3ff3a1563f9259ae26f487dd5e578 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_75e04183a81d662a +-- problem_id: v2p_m4_6702a85f0e7449f1 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "sex" = 'male' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "sex" = 'female' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c73b017d1e57e4c5a638beddc2a23e3ba0e78d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"children\", \"condition_ratio\"], \"rows\": [{\"children\": \"4\", \"condition_ratio\": 1.3636363636363635}, {\"children\": \"5\", \"condition_ratio\": 1.3333333333333333}, {\"children\": \"1\", \"condition_ratio\": 1.0613496932515338}, {\"children\": \"2\", \"condition_ratio\": 1.0327868852459017}, {\"children\": \"3\", \"condition_ratio\": 1.0}, {\"children\": \"0\", \"condition_ratio\": 0.9966329966329966}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0a8059007eca5affa997620e07dc2a0d43d898f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:33:57.515586+00:00", + "ended_at": "2026-05-04T09:34:09.890987+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_75e04183a81d662a", + "problem_id": "v2p_m4_6702a85f0e7449f1", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=sex.", + "bindings": { + "group_col": "children", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_75e04183a81d662a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_75e04183a81d662a", + "api_calls": 0, + "input_tokens": 21810, + "cached_input_tokens": 20864, + "output_tokens": 194, + "total_tokens": 22004, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1720, + "estimated_output_tokens": 170, + "estimated_total_tokens": 1890, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12341.14, + "sql_execution_elapsed_ms_total": 2.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_75e04183a81d662a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce51f7ea413883d3bce1248ad840a73152c0f6c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_75e04183a81d662a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:09.878334+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12341.14, "started_at": "2026-05-04T09:33:57.518709+00:00", "ended_at": "2026-05-04T09:34:09.850420+00:00", "prompt_metrics": {"chars": 6111, "bytes_utf8": 6111, "lines": 183, "estimated_tokens": 1720}, "response_metrics": {"chars": 678, "bytes_utf8": 678, "lines": 1, "estimated_tokens": 170}, "usage": {"input_tokens": 21810, "cached_input_tokens": 20864, "output_tokens": 194}, "stderr_preview": "2026-05-04T09:33:57.785550Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:00.153964Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10096.97", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5912601b2ba30a86b002aa11bade3d938c675733 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-a910-73d1-a987-8b2a1444c37e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Since \\\"charges\\\" is stored as TEXT in the schema snapshot, the target comparison uses the bound value as a string literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbbe4139edab9ac513dc48e2c1fba97fc0d776a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Since \"charges\" is stored as TEXT in the schema snapshot, the target comparison uses the bound value as a string literal."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be43913a2d65cc17da9d9c40877fb01bf94aae07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:45.752944Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:48.108020Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:56.526183Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c64c2eaf56b03b59c27f9ea83f8cb15d5d7732c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=region, target_col=charges. +Result preview: [{"sex": "male", "region": "southwest", "target_rate": 0.011627906976744186}, {"sex": "female", "region": "northeast", "target_rate": 0.0}, {"sex": "female", "region": "northwest", "target_rate": 0.0}, {"sex": "female", "region": "southeast", "target_rate": 0.0}, {"sex": "female", "region": "southwest", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7ea89d5305684dad76f1328d668533a9da9c40f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_76935af136f20997 +-- problem_id: v2p_m4_bf3c5101d2622eb6 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55e72128205149329c6fad940f24c29f77b55d92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"sex\", \"region\", \"target_rate\"], \"rows\": [{\"sex\": \"male\", \"region\": \"southwest\", \"target_rate\": 0.011627906976744186}, {\"sex\": \"female\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"southeast\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aba47a7207c55578f7c01032acf13d63cb0b0edc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:27:45.538343+00:00", + "ended_at": "2026-05-04T09:27:57.464016+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_76935af136f20997", + "problem_id": "v2p_m4_bf3c5101d2622eb6", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10096.97", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_76935af136f20997.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_76935af136f20997", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 194, + "total_tokens": 21899, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 133, + "estimated_total_tokens": 1748, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11893.09, + "sql_execution_elapsed_ms_total": 3.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_76935af136f20997\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0a08fb8770cfea72038575cc157deb953e6da8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_76935af136f20997/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:57.452336+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11893.09, "started_at": "2026-05-04T09:27:45.540669+00:00", "ended_at": "2026-05-04T09:27:57.433899+00:00", "prompt_metrics": {"chars": 5602, "bytes_utf8": 5602, "lines": 183, "estimated_tokens": 1615}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 194}, "stderr_preview": "2026-05-04T09:27:45.752944Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:48.108020Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6185b232f1fa5c0bfd1d81c31581298bb58b942 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY CAST(\"bmi\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"sex\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"sex\", \"cnt\"\n)\nSELECT\n r.\"sex\",\n r.\"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target_rank\" AS t\n ON r.\"sex\" = t.\"sex\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..011221a948f20e651df61876b3205865059b2d92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df266-6fda-7a22-9ce0-5d548f216943"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY CAST(\\\"bmi\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"sex\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"sex\\\",\\n r.\\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target_rank\\\" AS t\\n ON r.\\\"sex\\\" = t.\\\"sex\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions and the discrete 95th-percentile rank CEIL(0.95 * group_count) for bmi within each sex group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21640,"cached_input_tokens":20864,"output_tokens":364}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a89632153d2ee0b945f134d8c4362dbbd29cb22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY CAST(\"bmi\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"sex\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"sex\", \"cnt\"\n)\nSELECT\n r.\"sex\",\n r.\"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target_rank\" AS t\n ON r.\"sex\" = t.\"sex\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions and the discrete 95th-percentile rank CEIL(0.95 * group_count) for bmi within each sex group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..afa0aea143c0f86b06127ae7ed98f4b8f5aea5ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df266-bc35-77d3-bb29-f94a42cebe17"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"sex\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"sex\\\",\\n r.\\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target_rank\\\" AS t\\n ON r.\\\"sex\\\" = t.\\\"sex\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with integer arithmetic for the 95th-percentile rank, and cast \\\"bmi\\\" from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21919,"cached_input_tokens":20864,"output_tokens":570}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0aa28fb001c6cd91f89c3bc4cd12fc687e2278d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"sex\",\n CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"sex\", \"cnt\"\n)\nSELECT\n r.\"sex\",\n r.\"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target_rank\" AS t\n ON r.\"sex\" = t.\"sex\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with integer arithmetic for the 95th-percentile rank, and cast \"bmi\" from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9406fdcbd6675f0bfcfb623eb87ad2158460ac4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T09:51:32.886053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:51:37.912336Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T09:51:50.511012Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..c38d5d6a20dbfda6ae08b0419fc2e2ce254b60fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:51:52.450097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:51:55.985954Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:52:12.549916Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51e0b053ea81e0f00a048d6dab674dac45f98ae7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "male", "percentile_measure": 41.47}, {"sex": "female", "percentile_measure": 40.565}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0905a52e2eeb5a9a3730f7ca114ce4a88c6a13a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_7824c3e9fbf1eb30 +-- problem_id: v2p_m4_c6a034cbbadb3618 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY CAST("bmi" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "m4" + WHERE "sex" IS NOT NULL + AND "bmi" IS NOT NULL +), +"target_rank" AS ( + SELECT + "sex", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" + GROUP BY "sex", "cnt" +) +SELECT + r."sex", + r."bmi_value" AS "percentile_measure" +FROM "ranked" AS r +JOIN "target_rank" AS t + ON r."sex" = t."sex" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81bd5faa23de370a6cf47ec24710f0176a7ceef2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"sex\",\n CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"sex\", \"cnt\"\n)\nSELECT\n r.\"sex\",\n r.\"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target_rank\" AS t\n ON r.\"sex\" = t.\"sex\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"sex\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"sex\\\",\\n r.\\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target_rank\\\" AS t\\n ON r.\\\"sex\\\" = t.\\\"sex\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sex\", \"percentile_measure\"], \"rows\": [{\"sex\": \"male\", \"percentile_measure\": 41.47}, {\"sex\": \"female\", \"percentile_measure\": 40.565}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.53}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42d36191c572609feee168c117631e0b3ff2bb7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:51:32.671311+00:00", + "ended_at": "2026-05-04T09:52:13.541130+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7824c3e9fbf1eb30", + "problem_id": "v2p_m4_c6a034cbbadb3618", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_7824c3e9fbf1eb30.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7824c3e9fbf1eb30", + "api_calls": 0, + "input_tokens": 43559, + "cached_input_tokens": 41728, + "output_tokens": 934, + "total_tokens": 44493, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3379, + "estimated_output_tokens": 589, + "estimated_total_tokens": 3968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 40804.62, + "sql_execution_elapsed_ms_total": 16.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_7824c3e9fbf1eb30\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35e8936aba0dd39b360e1dd0fd3f87d00cb38d8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7824c3e9fbf1eb30/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:51:52.225632+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19537.48, "started_at": "2026-05-04T09:51:32.673184+00:00", "ended_at": "2026-05-04T09:51:52.210861+00:00", "prompt_metrics": {"chars": 5464, "bytes_utf8": 5464, "lines": 180, "estimated_tokens": 1550}, "response_metrics": {"chars": 911, "bytes_utf8": 911, "lines": 1, "estimated_tokens": 291}, "usage": {"input_tokens": 21640, "cached_input_tokens": 20864, "output_tokens": 364}, "stderr_preview": "2026-05-04T09:51:32.886053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:51:37.912336Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T09:51:50.511012Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..770b646454a146320e4e3c08fff8e425adbd395e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df264-94c7-7640-8d24-72b292c330de"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"children_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY CAST(\\\"children\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"children_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((\\\"cnt\\\" - 1) * 0.95) + 1 AS \\\"pos\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n AVG(\\\"children_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pos\\\"\\nWHERE \\\"rn\\\" IN (CAST(\\\"pos\\\" AS INT), CAST(\\\"pos\\\" AS INT) + 1)\\nGROUP BY \\\"smoker\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions plus linear-interpolation positioning logic to approximate the 0.95 percentile per \\\"smoker\\\" group. \\\"children\\\" is CAST to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21641,"cached_input_tokens":20864,"output_tokens":393}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1281383c26389e9c88493212fbd44a7b78b4474 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"children_value\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY CAST(\"children\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"m4\"\n),\n\"percentile_pos\" AS (\n SELECT\n \"smoker\",\n \"children_value\",\n \"rn\",\n \"cnt\",\n ((\"cnt\" - 1) * 0.95) + 1 AS \"pos\"\n FROM \"ordered\"\n)\nSELECT\n \"smoker\",\n AVG(\"children_value\") AS \"percentile_measure\"\nFROM \"percentile_pos\"\nWHERE \"rn\" IN (CAST(\"pos\" AS INT), CAST(\"pos\" AS INT) + 1)\nGROUP BY \"smoker\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions plus linear-interpolation positioning logic to approximate the 0.95 percentile per \"smoker\" group. \"children\" is CAST to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b8390ad06990426ca6da332f6195fbbbf2bf209 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:49:31.307940Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:49:33.757720Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:49:46.937579Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f18966f656410863533d7c2cd1d1ea93db49d35b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "yes", "percentile_measure": 3.0}, {"smoker": "no", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f19ed4d731834ad6b3bce87473cc18a4779a72a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_7949b7d47adfdabb +-- problem_id: v2p_m4_70d60fc1176ccc30 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "children_value", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY CAST("children" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "m4" +), +"percentile_pos" AS ( + SELECT + "smoker", + "children_value", + "rn", + "cnt", + (("cnt" - 1) * 0.95) + 1 AS "pos" + FROM "ordered" +) +SELECT + "smoker", + AVG("children_value") AS "percentile_measure" +FROM "percentile_pos" +WHERE "rn" IN (CAST("pos" AS INT), CAST("pos" AS INT) + 1) +GROUP BY "smoker" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..647fdc5ce806205dee32e2ea549d789a7af0b655 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"smoker\",\n CAST(\"children\" AS REAL) AS \"children_value\",\n ROW_NUMBER() OVER (PARTITION BY \"smoker\" ORDER BY CAST(\"children\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"smoker\") AS \"cnt\"\n FROM \"m4\"\n),\n\"percentile_pos\" AS (\n SELECT\n \"smoker\",\n \"children_value\",\n \"rn\",\n \"cnt\",\n ((\"cnt\" - 1) * 0.95) + 1 AS \"pos\"\n FROM \"ordered\"\n)\nSELECT\n \"smoker\",\n AVG(\"children_value\") AS \"percentile_measure\"\nFROM \"percentile_pos\"\nWHERE \"rn\" IN (CAST(\"pos\" AS INT), CAST(\"pos\" AS INT) + 1)\nGROUP BY \"smoker\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n CAST(\\\"children\\\" AS REAL) AS \\\"children_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"smoker\\\" ORDER BY CAST(\\\"children\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"smoker\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"smoker\\\",\\n \\\"children_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((\\\"cnt\\\" - 1) * 0.95) + 1 AS \\\"pos\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"smoker\\\",\\n AVG(\\\"children_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pos\\\"\\nWHERE \\\"rn\\\" IN (CAST(\\\"pos\\\" AS INT), CAST(\\\"pos\\\" AS INT) + 1)\\nGROUP BY \\\"smoker\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"smoker\", \"percentile_measure\"], \"rows\": [{\"smoker\": \"yes\", \"percentile_measure\": 3.0}, {\"smoker\": \"no\", \"percentile_measure\": 3.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..308cd1fa0910cfa2faa5c18b49c142693f88acd4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:49:31.006013+00:00", + "ended_at": "2026-05-04T09:49:47.797481+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7949b7d47adfdabb", + "problem_id": "v2p_m4_70d60fc1176ccc30", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_7949b7d47adfdabb.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7949b7d47adfdabb", + "api_calls": 0, + "input_tokens": 21641, + "cached_input_tokens": 20864, + "output_tokens": 393, + "total_tokens": 22034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1551, + "estimated_output_tokens": 285, + "estimated_total_tokens": 1836, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16743.71, + "sql_execution_elapsed_ms_total": 11.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_7949b7d47adfdabb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49d3461e0980c1ab341f9d0c17c1a069c14b96f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7949b7d47adfdabb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:49:47.776101+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16743.71, "started_at": "2026-05-04T09:49:31.007647+00:00", "ended_at": "2026-05-04T09:49:47.752515+00:00", "prompt_metrics": {"chars": 5478, "bytes_utf8": 5478, "lines": 180, "estimated_tokens": 1551}, "response_metrics": {"chars": 980, "bytes_utf8": 980, "lines": 1, "estimated_tokens": 285}, "usage": {"input_tokens": 21641, "cached_input_tokens": 20864, "output_tokens": 393}, "stderr_preview": "2026-05-04T09:49:31.307940Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:49:33.757720Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=smoker.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sex", + "condition_col": "smoker", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56f4910fd54a190fe4dfad3f43993346f6390ecb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-32b2-7122-b6c3-d54c05433206"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"sex\\\" and condition_col=\\\"smoker\\\", measuring the rate of smoker='yes' within each sex group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21664,"cached_input_tokens":20864,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9530d1589dc31a060c923292a4d179ac5a4a8ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"sex\" and condition_col=\"smoker\", measuring the rate of smoker='yes' within each sex group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4cb66195cba03aa5834e5a099121d6fa2a8a3c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:32.053504Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:34.491413Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:48.247877Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b839c258586d09770e614a419863e998c56a593 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=smoker. +Result preview: [{"sex": "male", "condition_rate": 0.2361308677098151}, {"sex": "female", "condition_rate": 0.1698389458272328}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2768e2e90b31eb390a4fd56ca9eff13f29dcba73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_79bab298933cf2a8 +-- problem_id: v2p_m4_336534ccaa9ef3cf +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "smoker" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "sex" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7a683669973e0c773c27f25f8c82fb1edec51a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"sex\", \"condition_rate\"], \"rows\": [{\"sex\": \"male\", \"condition_rate\": 0.2361308677098151}, {\"sex\": \"female\", \"condition_rate\": 0.1698389458272328}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3cce53ec8076d66ed17e4f3d38d90fb1025b67b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:30:31.844400+00:00", + "ended_at": "2026-05-04T09:30:49.013715+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_79bab298933cf2a8", + "problem_id": "v2p_m4_336534ccaa9ef3cf", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=sex, condition_col=smoker.", + "bindings": { + "group_col": "sex", + "condition_col": "smoker", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_79bab298933cf2a8.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_79bab298933cf2a8", + "api_calls": 0, + "input_tokens": 21664, + "cached_input_tokens": 20864, + "output_tokens": 138, + "total_tokens": 21802, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1574, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17132.66, + "sql_execution_elapsed_ms_total": 2.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_79bab298933cf2a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9ce2fb8900a6c0a33dcc3f428336248e0c546f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_79bab298933cf2a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:49.003148+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17132.66, "started_at": "2026-05-04T09:30:31.851192+00:00", "ended_at": "2026-05-04T09:30:48.982887+00:00", "prompt_metrics": {"chars": 5542, "bytes_utf8": 5542, "lines": 183, "estimated_tokens": 1574}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21664, "cached_input_tokens": 20864, "output_tokens": 138}, "stderr_preview": "2026-05-04T09:30:32.053504Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:34.491413Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "12224.35085", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..834283c0ada46a3e77e32ccb8fa38faa28367cc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-4792-71e0-9e53-da16c3462320"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 12224.35085 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=smoker, and target_col=charges. Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21707,"cached_input_tokens":19840,"output_tokens":150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04956544687f32971482c1de7453a89cdca08e92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 12224.35085 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=smoker, and target_col=charges. Cast \"charges\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdbcfc4b4644b62ab31b5f231eafd4652c69ac41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:20.802001Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:23.272179Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:31.137240Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..535c32f87dea9d330b7c2eb71483d3ca487dfc21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=smoker, target_col=charges. +Result preview: [{"sex": "female", "smoker": "no", "target_rate": 0.003527336860670194}, {"sex": "female", "smoker": "yes", "target_rate": 0.0}, {"sex": "male", "smoker": "no", "target_rate": 0.0}, {"sex": "male", "smoker": "yes", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb6b9401c3e28d9cc53d5bba681ae66710ec56e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_7ade6970a3fe0543 +-- problem_id: v2p_m4_43b55e9b2d9c053b +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN CAST("charges" AS REAL) = 12224.35085 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2039959b30976b2b5c3b3b9bf996ed6f4e2bf3f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 12224.35085 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 12224.35085 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"smoker\", \"target_rate\"], \"rows\": [{\"sex\": \"female\", \"smoker\": \"no\", \"target_rate\": 0.003527336860670194}, {\"sex\": \"female\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"smoker\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7360048b2c1cd91c2ef27ba93544de1d70108e25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:27:20.558319+00:00", + "ended_at": "2026-05-04T09:27:31.903356+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7ade6970a3fe0543", + "problem_id": "v2p_m4_43b55e9b2d9c053b", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "12224.35085", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_7ade6970a3fe0543.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7ade6970a3fe0543", + "api_calls": 0, + "input_tokens": 21707, + "cached_input_tokens": 19840, + "output_tokens": 150, + "total_tokens": 21857, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1617, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1743, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11311.23, + "sql_execution_elapsed_ms_total": 3.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_7ade6970a3fe0543\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c82952bb8155ac3cb1fcda65e6a7ce656bb19b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ade6970a3fe0543/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:31.891732+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11311.23, "started_at": "2026-05-04T09:27:20.561519+00:00", "ended_at": "2026-05-04T09:27:31.873120+00:00", "prompt_metrics": {"chars": 5592, "bytes_utf8": 5592, "lines": 183, "estimated_tokens": 1617}, "response_metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 21707, "cached_input_tokens": 19840, "output_tokens": 150}, "stderr_preview": "2026-05-04T09:27:20.802001Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:23.272179Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10096.97", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68081decc3875130399c99bee14f909632c17b5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-d7bb-7de1-91ce-f05865dfb31a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Cast \\\"charges\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21704,"cached_input_tokens":20864,"output_tokens":142}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..401e1d18d16731aeb700514354ca0e3f37d0e660 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Cast \"charges\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87686fbc56931f3c19273aa1bacd58203696bfab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:57.733468Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:00.088412Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:07.713850Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dbba994c0da33dfb2c69d1661415077eead9b88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=region, target_col=charges. +Result preview: [{"sex": "male", "region": "southwest", "target_rate": 0.011627906976744186}, {"sex": "female", "region": "northeast", "target_rate": 0.0}, {"sex": "female", "region": "northwest", "target_rate": 0.0}, {"sex": "female", "region": "southeast", "target_rate": 0.0}, {"sex": "female", "region": "southwest", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3d4bcd6de269afdb6bd9095a670374338ca6948 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_7ca649a012527c4d +-- problem_id: v2p_m4_550c887877c22fc6 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df3f407759d8ab1c29bb24b8c6330ba71c971714 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"sex\", \"region\", \"target_rate\"], \"rows\": [{\"sex\": \"male\", \"region\": \"southwest\", \"target_rate\": 0.011627906976744186}, {\"sex\": \"female\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"southeast\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40d202857dda3c4008252ea6c1689439c885b6fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:27:57.465816+00:00", + "ended_at": "2026-05-04T09:28:08.594075+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_7ca649a012527c4d", + "problem_id": "v2p_m4_550c887877c22fc6", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10096.97", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_7ca649a012527c4d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_7ca649a012527c4d", + "api_calls": 0, + "input_tokens": 21704, + "cached_input_tokens": 20864, + "output_tokens": 142, + "total_tokens": 21846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1614, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1740, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11094.58, + "sql_execution_elapsed_ms_total": 3.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_7ca649a012527c4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c248603f310a41a045304ee4eafa5a85049bac4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_7ca649a012527c4d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:08.582088+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11094.58, "started_at": "2026-05-04T09:27:57.468519+00:00", "ended_at": "2026-05-04T09:28:08.563032+00:00", "prompt_metrics": {"chars": 5598, "bytes_utf8": 5598, "lines": 183, "estimated_tokens": 1614}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 21704, "cached_input_tokens": 20864, "output_tokens": 142}, "stderr_preview": "2026-05-04T09:27:57.733468Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:00.088412Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10797.3362", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23a02f77d1b5d29233a2533e29e85f1e3f31b5d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-8414-7853-97b6-0520ac00b317"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"sex\\\", group_col_2=\\\"region\\\", and target_col=\\\"charges\\\". CAST was used because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":222}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39aaed4acc3ec490962a741ec0776ee048d5769e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"sex\", group_col_2=\"region\", and target_col=\"charges\". CAST was used because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd4bf3f323ef2b08252991c838088cf91266c528 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:25.204958Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:27.492828Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:36.366759Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..14b69c6e257f7393b9e4bf4aeb1e10aa05c8978b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=region, target_col=charges. +Result preview: [{"sex": "female", "region": "northeast", "target_rate": 0.012345679012345678}, {"sex": "female", "region": "northwest", "target_rate": 0.0}, {"sex": "female", "region": "southeast", "target_rate": 0.0}, {"sex": "female", "region": "southwest", "target_rate": 0.0}, {"sex": "male", "region": "northeast", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d8e5fc46463168e23a6ddc24427aa11606a5dac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_83f2bf1cce73364d +-- problem_id: v2p_m4_110f19526af73a61 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72eadcf7acb8a558615fcfa954ab1ad6c201bf11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"sex\", \"region\", \"target_rate\"], \"rows\": [{\"sex\": \"female\", \"region\": \"northeast\", \"target_rate\": 0.012345679012345678}, {\"sex\": \"female\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"southwest\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b346b806b25e5004f9009abdc3302ab5df099a75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:25:25.012092+00:00", + "ended_at": "2026-05-04T09:25:37.087096+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_83f2bf1cce73364d", + "problem_id": "v2p_m4_110f19526af73a61", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10797.3362", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_83f2bf1cce73364d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_83f2bf1cce73364d", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 222, + "total_tokens": 21927, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1741, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12024.94, + "sql_execution_elapsed_ms_total": 7.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_83f2bf1cce73364d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92509d486dac5688f03353a0fada2b7d6e0b4286 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_83f2bf1cce73364d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:37.067362+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12024.94, "started_at": "2026-05-04T09:25:25.014697+00:00", "ended_at": "2026-05-04T09:25:37.039556+00:00", "prompt_metrics": {"chars": 5600, "bytes_utf8": 5600, "lines": 183, "estimated_tokens": 1615}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 222}, "stderr_preview": "2026-05-04T09:25:25.204958Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:27.492828Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=children, group_col_2=region.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..539180c83ba649d2c2cc26842d45c6ac4d28fd80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df26b-8ed5-7391-8d7d-a99c4a3b3100"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"children\\\",\\n \\\"region\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY support ASC, \\\"children\\\", \\\"region\\\"\\nLIMIT 11;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"children\\\", group_col_2=\\\"region\\\", and top_k=11. Query stays within the single table and uses SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21678,"cached_input_tokens":20864,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e120933b5b816d0366592f29ebdc4caebb6958b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"children\",\n \"region\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY support ASC, \"children\", \"region\"\nLIMIT 11;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"children\", group_col_2=\"region\", and top_k=11. Query stays within the single table and uses SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d478e529b528542b4575d6f1f80ba7b90b276590 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:57:08.493820Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:57:10.829039Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:57:20.315119Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7b3d42fc68486bd597c4330d17f823d39b3401a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=children, group_col_2=region. +Result preview: [{"children": "5", "region": "northwest", "support": 4}, {"children": "5", "region": "northeast", "support": 6}, {"children": "4", "region": "southeast", "support": 10}, {"children": "4", "region": "northwest", "support": 12}, {"children": "5", "region": "southeast", "support": 12}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b35c45f2648da31c79ebefa089915386d5892ee7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_848344994b8bc59d +-- problem_id: v2p_m4_ab64e85d7b3e0beb +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + "region", + COUNT(*) AS support +FROM "m4" +GROUP BY "children", "region" +ORDER BY support ASC, "children", "region" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b32d304ddc0d5a669e512a27abea898ba0dd56a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"children\",\n \"region\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY support ASC, \"children\", \"region\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"children\\\",\\n \\\"region\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY support ASC, \\\"children\\\", \\\"region\\\"\\nLIMIT 11;\", \"columns\": [\"children\", \"region\", \"support\"], \"rows\": [{\"children\": \"5\", \"region\": \"northwest\", \"support\": 4}, {\"children\": \"5\", \"region\": \"northeast\", \"support\": 6}, {\"children\": \"4\", \"region\": \"southeast\", \"support\": 10}, {\"children\": \"4\", \"region\": \"northwest\", \"support\": 12}, {\"children\": \"5\", \"region\": \"southeast\", \"support\": 12}, {\"children\": \"4\", \"region\": \"northeast\", \"support\": 14}, {\"children\": \"4\", \"region\": \"southwest\", \"support\": 16}, {\"children\": \"5\", \"region\": \"southwest\", \"support\": 20}, {\"children\": \"3\", \"region\": \"southeast\", \"support\": 72}, {\"children\": \"3\", \"region\": \"southwest\", \"support\": 76}, {\"children\": \"3\", \"region\": \"northeast\", \"support\": 80}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b86d0a4dc9681c8a0c4aa15d5f5f52c875e705ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:57:08.311259+00:00", + "ended_at": "2026-05-04T09:57:21.176460+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_848344994b8bc59d", + "problem_id": "v2p_m4_ab64e85d7b3e0beb", + "dataset_id": "m4", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=children, group_col_2=region.", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_848344994b8bc59d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_848344994b8bc59d", + "api_calls": 0, + "input_tokens": 21678, + "cached_input_tokens": 20864, + "output_tokens": 151, + "total_tokens": 21829, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1590, + "estimated_output_tokens": 109, + "estimated_total_tokens": 1699, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12834.51, + "sql_execution_elapsed_ms_total": 2.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_848344994b8bc59d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad91745f207b452d6ecdef45c34008c92ddcdefc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_848344994b8bc59d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:57:21.165432+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12834.51, "started_at": "2026-05-04T09:57:08.313220+00:00", "ended_at": "2026-05-04T09:57:21.146947+00:00", "prompt_metrics": {"chars": 5468, "bytes_utf8": 5468, "lines": 180, "estimated_tokens": 1590}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 21678, "cached_input_tokens": 20864, "output_tokens": 151}, "stderr_preview": "2026-05-04T09:57:08.493820Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:57:10.829039Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..41e655a200cc838055c669df8129aba058bd8897 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df267-0f81-7ac3-a80c-5e4df5391803"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"stats\\\" AS (\\n SELECT DISTINCT\\n \\\"sex\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (0.9 * (\\\"cnt\\\" - 1) + 1.0) > CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n THEN CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + 1\\n ELSE CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n s.\\\"sex\\\",\\n s.\\\"pos\\\",\\n s.\\\"lower_rn\\\",\\n s.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = s.\\\"lower_rn\\\" THEN o.\\\"bmi_value\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = s.\\\"upper_rn\\\" THEN o.\\\"bmi_value\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"stats\\\" AS s\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"sex\\\" = s.\\\"sex\\\"\\n GROUP BY s.\\\"sex\\\", s.\\\"pos\\\", s.\\\"lower_rn\\\", s.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query computes the 0.9 percentile of \\\"bmi\\\" per \\\"sex\\\" with a window-function-based continuous percentile interpolation after casting \\\"bmi\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21640,"cached_input_tokens":20864,"output_tokens":863}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bece9882a849d9a591ae9afc4c2d73982768efc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"stats\" AS (\n SELECT DISTINCT\n \"sex\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"pos\",\n CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (0.9 * (\"cnt\" - 1) + 1.0) > CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n THEN CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) + 1\n ELSE CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n s.\"sex\",\n s.\"pos\",\n s.\"lower_rn\",\n s.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = s.\"lower_rn\" THEN o.\"bmi_value\" END) AS \"lower_val\",\n MAX(CASE WHEN o.\"rn\" = s.\"upper_rn\" THEN o.\"bmi_value\" END) AS \"upper_val\"\n FROM \"stats\" AS s\n JOIN \"ordered\" AS o\n ON o.\"sex\" = s.\"sex\"\n GROUP BY s.\"sex\", s.\"pos\", s.\"lower_rn\", s.\"upper_rn\"\n)\nSELECT\n \"sex\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + (\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query computes the 0.9 percentile of \"bmi\" per \"sex\" with a window-function-based continuous percentile interpolation after casting \"bmi\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2818b4e05d27f552bd8baf5e473c2d68e4fe9c26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T09:52:13.784082Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:52:16.115672Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..320c477f86a13b04c8744099f3314e335754243a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "male", "percentile_measure": 38.94}, {"sex": "female", "percentile_measure": 38.665}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e3e59079a76d35d9b52ee9631da21cb6778fd28b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/generated_sql.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_855e03dfa6d0e0a7 +-- problem_id: v2p_m4_8b7e3535e3d24fcc +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "sex" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sex" + ) AS "cnt" + FROM "m4" + WHERE "sex" IS NOT NULL + AND "bmi" IS NOT NULL +), +"stats" AS ( + SELECT DISTINCT + "sex", + (0.9 * ("cnt" - 1) + 1.0) AS "pos", + CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) AS "lower_rn", + CASE + WHEN (0.9 * ("cnt" - 1) + 1.0) > CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) + THEN CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) + 1 + ELSE CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + s."sex", + s."pos", + s."lower_rn", + s."upper_rn", + MAX(CASE WHEN o."rn" = s."lower_rn" THEN o."bmi_value" END) AS "lower_val", + MAX(CASE WHEN o."rn" = s."upper_rn" THEN o."bmi_value" END) AS "upper_val" + FROM "stats" AS s + JOIN "ordered" AS o + ON o."sex" = s."sex" + GROUP BY s."sex", s."pos", s."lower_rn", s."upper_rn" +) +SELECT + "sex", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55821908358b8c657518510aabce73baf92fdbcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"sex\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"stats\" AS (\n SELECT DISTINCT\n \"sex\",\n (0.9 * (\"cnt\" - 1) + 1.0) AS \"pos\",\n CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (0.9 * (\"cnt\" - 1) + 1.0) > CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n THEN CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER) + 1\n ELSE CAST((0.9 * (\"cnt\" - 1) + 1.0) AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n s.\"sex\",\n s.\"pos\",\n s.\"lower_rn\",\n s.\"upper_rn\",\n MAX(CASE WHEN o.\"rn\" = s.\"lower_rn\" THEN o.\"bmi_value\" END) AS \"lower_val\",\n MAX(CASE WHEN o.\"rn\" = s.\"upper_rn\" THEN o.\"bmi_value\" END) AS \"upper_val\"\n FROM \"stats\" AS s\n JOIN \"ordered\" AS o\n ON o.\"sex\" = s.\"sex\"\n GROUP BY s.\"sex\", s.\"pos\", s.\"lower_rn\", s.\"upper_rn\"\n)\nSELECT\n \"sex\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_val\"\n ELSE \"lower_val\" + (\"pos\" - \"lower_rn\") * (\"upper_val\" - \"lower_val\")\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"stats\\\" AS (\\n SELECT DISTINCT\\n \\\"sex\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\",\\n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (0.9 * (\\\"cnt\\\" - 1) + 1.0) > CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n THEN CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + 1\\n ELSE CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n s.\\\"sex\\\",\\n s.\\\"pos\\\",\\n s.\\\"lower_rn\\\",\\n s.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = s.\\\"lower_rn\\\" THEN o.\\\"bmi_value\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = s.\\\"upper_rn\\\" THEN o.\\\"bmi_value\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"stats\\\" AS s\\n JOIN \\\"ordered\\\" AS o\\n ON o.\\\"sex\\\" = s.\\\"sex\\\"\\n GROUP BY s.\\\"sex\\\", s.\\\"pos\\\", s.\\\"lower_rn\\\", s.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sex\", \"percentile_measure\"], \"rows\": [{\"sex\": \"male\", \"percentile_measure\": 38.94}, {\"sex\": \"female\", \"percentile_measure\": 38.665}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1c53578e524d52091a769c6ba5f4b67ef25691e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:52:13.544002+00:00", + "ended_at": "2026-05-04T09:52:40.398356+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_855e03dfa6d0e0a7", + "problem_id": "v2p_m4_8b7e3535e3d24fcc", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_855e03dfa6d0e0a7.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_855e03dfa6d0e0a7", + "api_calls": 0, + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 863, + "total_tokens": 22503, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1550, + "estimated_output_tokens": 608, + "estimated_total_tokens": 2158, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26808.95, + "sql_execution_elapsed_ms_total": 19.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_855e03dfa6d0e0a7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..471954cbd2af0ac79c5cceeee3d7c51b50ea9d93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:52:40.370195+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26808.95, "started_at": "2026-05-04T09:52:13.546459+00:00", "ended_at": "2026-05-04T09:52:40.353006+00:00", "prompt_metrics": {"chars": 5464, "bytes_utf8": 5464, "lines": 180, "estimated_tokens": 1550}, "response_metrics": {"chars": 1731, "bytes_utf8": 1731, "lines": 1, "estimated_tokens": 608}, "usage": {"input_tokens": 21640, "cached_input_tokens": 20864, "output_tokens": 863}, "stderr_preview": "2026-05-04T09:52:13.784082Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:52:16.115672Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n THEN CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER) + 1\\n ELSE CAST((0.9 * (\\\"cnt\\\" - 1) + 1.0) AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n s.\\\"sex\\\",\\n s.\\\"pos\\\",\\n s.\\\"lower_rn\\\",\\n s.\\\"upper_rn\\\",\\n MAX(CASE WHEN o.\\\"rn\\\" = s.\\\"lower_rn\\\" THEN o.\\\"bmi_value\\\" END) AS "} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63cfe0c01198a7ff93907f4ab44d18775adb68c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_855e03dfa6d0e0a7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_855e03dfa6d0e0a7", + "api_calls": 0, + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 863, + "total_tokens": 22503, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1550, + "estimated_output_tokens": 608, + "estimated_total_tokens": 2158, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26808.95, + "sql_execution_elapsed_ms_total": 19.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_855e03dfa6d0e0a7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..82b6389c6f09eef7ff0e24a2c22be39f6eeee61d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"bmi": "32.3", "support": 26, "avg_response": 50.23076923076923}, {"bmi": "28.31", "support": 18, "avg_response": 38.333333333333336}, {"bmi": "30.495", "support": 16, "avg_response": 44.75}, {"bmi": "30.8", "support": 16, "avg_response": 44.625}, {"bmi": "31.35", "support": 16, "avg_response": 40.375}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca243d73faece52f2c9d38fdc632da721936761e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_87241b76085877ca +-- problem_id: v2p_m4_b758f9d57f3d37e0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "bmi", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m4" +GROUP BY "bmi" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4782aacbf286c3057ffa32d00de36dc3b05d55be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_87241b76085877ca\n-- problem_id: v2p_m4_b758f9d57f3d37e0\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"bmi\",\n COUNT(*) AS support,\n AVG(\"age\") AS avg_response\nFROM \"m4\"\nGROUP BY \"bmi\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_87241b76085877ca\\n-- problem_id: v2p_m4_b758f9d57f3d37e0\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"bmi\\\",\\n COUNT(*) AS support,\\n AVG(\\\"age\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"bmi\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"bmi\", \"support\", \"avg_response\"], \"rows\": [{\"bmi\": \"32.3\", \"support\": 26, \"avg_response\": 50.23076923076923}, {\"bmi\": \"28.31\", \"support\": 18, \"avg_response\": 38.333333333333336}, {\"bmi\": \"30.495\", \"support\": 16, \"avg_response\": 44.75}, {\"bmi\": \"30.8\", \"support\": 16, \"avg_response\": 44.625}, {\"bmi\": \"31.35\", \"support\": 16, \"avg_response\": 40.375}, {\"bmi\": \"30.875\", \"support\": 16, \"avg_response\": 39.0}, {\"bmi\": \"34.1\", \"support\": 16, \"avg_response\": 37.125}, {\"bmi\": \"28.88\", \"support\": 16, \"avg_response\": 36.5}, {\"bmi\": \"25.8\", \"support\": 16, \"avg_response\": 36.375}, {\"bmi\": \"33.33\", \"support\": 16, \"avg_response\": 33.875}, {\"bmi\": \"24.32\", \"support\": 14, \"avg_response\": 48.142857142857146}, {\"bmi\": \"27.5\", \"support\": 14, \"avg_response\": 46.857142857142854}, {\"bmi\": \"32.775\", \"support\": 14, \"avg_response\": 46.714285714285715}, {\"bmi\": \"38.06\", \"support\": 14, \"avg_response\": 46.142857142857146}, {\"bmi\": \"25.46\", \"support\": 14, \"avg_response\": 43.857142857142854}, {\"bmi\": \"27.645\", \"support\": 14, \"avg_response\": 43.714285714285715}, {\"bmi\": \"35.2\", \"support\": 14, \"avg_response\": 40.857142857142854}, {\"bmi\": \"33.63\", \"support\": 14, \"avg_response\": 39.42857142857143}, {\"bmi\": \"32.11\", \"support\": 14, \"avg_response\": 38.142857142857146}, {\"bmi\": \"27.36\", \"support\": 14, \"avg_response\": 36.42857142857143}, {\"bmi\": \"34.8\", \"support\": 14, \"avg_response\": 33.857142857142854}, {\"bmi\": \"30.59\", \"support\": 14, \"avg_response\": 24.285714285714285}, {\"bmi\": \"26.41\", \"support\": 12, \"avg_response\": 47.333333333333336}, {\"bmi\": \"30.78\", \"support\": 12, \"avg_response\": 46.5}, {\"bmi\": \"26.6\", \"support\": 12, \"avg_response\": 45.333333333333336}, {\"bmi\": \"29.83\", \"support\": 12, \"avg_response\": 45.166666666666664}, {\"bmi\": \"27.74\", \"support\": 12, \"avg_response\": 44.666666666666664}, {\"bmi\": \"28.595\", \"support\": 12, \"avg_response\": 44.333333333333336}, {\"bmi\": \"30.2\", \"support\": 12, \"avg_response\": 43.333333333333336}, {\"bmi\": \"37.1\", \"support\": 12, \"avg_response\": 41.666666666666664}, {\"bmi\": \"29.92\", \"support\": 12, \"avg_response\": 41.166666666666664}, {\"bmi\": \"34.2\", \"support\": 12, \"avg_response\": 38.5}, {\"bmi\": \"19.95\", \"support\": 12, \"avg_response\": 38.333333333333336}, {\"bmi\": \"35.3\", \"support\": 12, \"avg_response\": 38.166666666666664}, {\"bmi\": \"30.115\", \"support\": 12, \"avg_response\": 35.5}, {\"bmi\": \"31.73\", \"support\": 12, \"avg_response\": 34.333333333333336}, {\"bmi\": \"42.13\", \"support\": 12, \"avg_response\": 32.5}, {\"bmi\": \"33\", \"support\": 12, \"avg_response\": 31.833333333333332}, {\"bmi\": \"25.175\", \"support\": 12, \"avg_response\": 31.5}, {\"bmi\": \"35.53\", \"support\": 12, \"avg_response\": 29.666666666666668}, {\"bmi\": \"23.21\", \"support\": 12, \"avg_response\": 26.5}, {\"bmi\": \"26.03\", \"support\": 12, \"avg_response\": 26.333333333333332}, {\"bmi\": \"31.825\", \"support\": 10, \"avg_response\": 49.6}, {\"bmi\": \"26.695\", \"support\": 10, \"avg_response\": 47.0}, {\"bmi\": \"25.3\", \"support\": 10, \"avg_response\": 46.8}, {\"bmi\": \"28.7\", \"support\": 10, \"avg_response\": 46.0}, {\"bmi\": \"28.215\", \"support\": 10, \"avg_response\": 45.6}, {\"bmi\": \"25.08\", \"support\": 10, \"avg_response\": 45.0}, {\"bmi\": \"29.7\", \"support\": 10, \"avg_response\": 44.6}, {\"bmi\": \"35.815\", \"support\": 10, \"avg_response\": 44.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c98acad81f70544be363831e8650325b6a98b7bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:57:47.681030+00:00", + "ended_at": "2026-05-04T09:57:47.687299+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_87241b76085877ca", + "problem_id": "v2p_m4_b758f9d57f3d37e0", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=age, key_col=bmi.", + "bindings": { + "key_col": "bmi", + "measure_col": "age", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_87241b76085877ca.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_87241b76085877ca/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e322ff1a2953b694aeb3fe6f95f3eeb0159923dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5435, "bytes_utf8": 5435, "lines": 180, "estimated_tokens": 1556}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21644, "cached_input_tokens": 20864, "output_tokens": 153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3b4c00f578b980b5fd748c5506aed3f7a231ca48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_880f6e58e1e666ea", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 153, + "total_tokens": 21797, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15508.11, + "sql_execution_elapsed_ms_total": 5.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_880f6e58e1e666ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..077487ba0f8b97af2e4cb96e518c143e38501348 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:23:50.433387+00:00", + "ended_at": "2026-05-04T09:24:05.941530+00:00", + "elapsed_ms": 15508.11, + "prompt_metrics": { + "chars": 5435, + "bytes_utf8": 5435, + "lines": 180, + "estimated_tokens": 1556 + }, + "stdout_metrics": { + "chars": 741, + "bytes_utf8": 741, + "lines": 4, + "estimated_tokens": 219 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13268 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 408, + "bytes_utf8": 408, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e666ea48661ab38292478a43c64fd07f3e35092 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2d01034f727ca60d5a36b19ec4d61eb93d6d021 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-1f53-79e2-a7e0-eb3146c973bc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"region\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"region\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"region\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for SQLite-compatible numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21644,"cached_input_tokens":20864,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d8046867ba9e72976d669a719ee8dd5c73293ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"region\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"region\"\nHAVING COUNT(*) > 5\nORDER BY \"region\";","notes":"Used the required Support-Guarded Group Average template with group_col=\"region\" and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for SQLite-compatible numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3adcff2de8e1875188209aed807e7154e530f2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:53.934173Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:56.322023Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:05.210472Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..849b7ad56dd7e25cc9617c482c23c135b29775e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=region, measure_col=bmi. +Result preview: [{"region": "northeast", "avg_measure": 29.157781155015197, "support": 658}, {"region": "northwest", "avg_measure": 29.147259036144575, "support": 664}, {"region": "southeast", "avg_measure": 33.478772845953, "support": 766}, {"region": "southwest", "avg_measure": 30.584502923976608, "support": 684}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..98ad588905a9aac9e0012a65ae0de8950f6247fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_880f6e58e1e666ea +-- problem_id: v2p_m4_10ad248870d89d6b +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("bmi" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "region" +HAVING COUNT(*) > 5 +ORDER BY "region"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b1be33e79c80ebb2434cac6beaa3511389d4bbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"region\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"region\"\nHAVING COUNT(*) > 5\nORDER BY \"region\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"region\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"region\\\";\", \"columns\": [\"region\", \"avg_measure\", \"support\"], \"rows\": [{\"region\": \"northeast\", \"avg_measure\": 29.157781155015197, \"support\": 658}, {\"region\": \"northwest\", \"avg_measure\": 29.147259036144575, \"support\": 664}, {\"region\": \"southeast\", \"avg_measure\": 33.478772845953, \"support\": 766}, {\"region\": \"southwest\", \"avg_measure\": 30.584502923976608, \"support\": 684}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b1b46db741c09a2a2cecd81c338f3cb64dffa61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:23:50.431197+00:00", + "ended_at": "2026-05-04T09:24:05.989395+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_880f6e58e1e666ea", + "problem_id": "v2p_m4_10ad248870d89d6b", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=region, measure_col=bmi.", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_880f6e58e1e666ea.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_880f6e58e1e666ea", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 153, + "total_tokens": 21797, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15508.11, + "sql_execution_elapsed_ms_total": 5.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_880f6e58e1e666ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea7189abac0cf65de475c5713e215427f4470829 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:05.966281+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15508.11, "started_at": "2026-05-04T09:23:50.433387+00:00", "ended_at": "2026-05-04T09:24:05.941530+00:00", "prompt_metrics": {"chars": 5435, "bytes_utf8": 5435, "lines": 180, "estimated_tokens": 1556}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21644, "cached_input_tokens": 20864, "output_tokens": 153}, "stderr_preview": "2026-05-04T09:23:53.934173Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:56.322023Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"region\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"region\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for SQLite-compatible numeric averaging.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df0ea931b979d754f49415d0282990533bb6cc45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_880f6e58e1e666ea/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_880f6e58e1e666ea", + "api_calls": 0, + "input_tokens": 21644, + "cached_input_tokens": 20864, + "output_tokens": 153, + "total_tokens": 21797, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1556, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15508.11, + "sql_execution_elapsed_ms_total": 5.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_880f6e58e1e666ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c15bb5b17d43b6cf6f617ee63b0091a69f64188b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5231, "bytes_utf8": 5231, "lines": 178, "estimated_tokens": 1502}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 343, "bytes_utf8": 343, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21590, "cached_input_tokens": 20864, "output_tokens": 111}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..00af2b7d88be29449736195283626a35edb0ae95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8845959659e5c0e8", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21701, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1597, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10932.3, + "sql_execution_elapsed_ms_total": 1.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_8845959659e5c0e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2044ef01da128923bbb5821051f3577ad8f96eb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:55:46.623784+00:00", + "ended_at": "2026-05-04T09:55:57.557611+00:00", + "elapsed_ms": 10932.3, + "prompt_metrics": { + "chars": 5231, + "bytes_utf8": 5231, + "lines": 178, + "estimated_tokens": 1502 + }, + "stdout_metrics": { + "chars": 657, + "bytes_utf8": 657, + "lines": 4, + "estimated_tokens": 192 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 343, + "bytes_utf8": 343, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 111 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75e07e178285314d19f09d3b78c58c87be8f6f95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "age", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1880f8d531ccb98f67a21faf9aca01e3269d7ecc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df26a-4fbf-7821-81d6-11f571206aaa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"age\\\" and threshold 51.0. Cast \\\"age\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21590,"cached_input_tokens":20864,"output_tokens":111}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..721662e326e7cd4cdac88f5453e5470ad3be5a93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"age\" and threshold 51.0. Cast \"age\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63b8e4de99e0c5ecc790dfaeeb1ba10ccbe5150c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:55:46.808687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:55:49.141303Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:55:56.901830Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6305b0c2e9fc098b52099c45eb31b6eda10c82ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age. +Result preview: [{"empirical_cdf_at_threshold": 0.7554112554112554}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..84fbe3486769d35a0755fa00e174cf4ec7147fe8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_8845959659e5c0e8 +-- problem_id: v2p_m4_56caab5c2577be7e +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("age" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bdc0bff4754154511ca63cdb1b98de0c59dbf7fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7554112554112554}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7191492c50e0ad47cfc3ddb84ba73fa1bb3c4d36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:55:46.580185+00:00", + "ended_at": "2026-05-04T09:55:57.583684+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_8845959659e5c0e8", + "problem_id": "v2p_m4_56caab5c2577be7e", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "bindings": { + "measure_col": "age", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_8845959659e5c0e8.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8845959659e5c0e8", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 111, + "total_tokens": 21701, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 95, + "estimated_total_tokens": 1597, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10932.3, + "sql_execution_elapsed_ms_total": 1.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_8845959659e5c0e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..366b1feb60208becb9eb7137203546296c7e1f77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8845959659e5c0e8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:55:57.576676+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10932.3, "started_at": "2026-05-04T09:55:46.623784+00:00", "ended_at": "2026-05-04T09:55:57.557611+00:00", "prompt_metrics": {"chars": 5231, "bytes_utf8": 5231, "lines": 178, "estimated_tokens": 1502}, "response_metrics": {"chars": 343, "bytes_utf8": 343, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 21590, "cached_input_tokens": 20864, "output_tokens": 111}, "stderr_preview": "2026-05-04T09:55:46.808687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:55:49.141303Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age, condition_col=children.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..56cd7d2767a8fbadfaa8986ea919fab7becd3ea0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-b434-77e2-9ab5-f3d37609093c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_val\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" = '0'\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"age_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"age_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n 1.0 + (\\\"cnt\\\" - 1.0) * 0.95 AS \\\"p\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"sex\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"p\\\",\\n CAST(\\\"p\\\" AS INT) AS \\\"lo\\\",\\n CAST(\\\"p\\\" AS INT) + (\\\"p\\\" > CAST(\\\"p\\\" AS INT)) AS \\\"hi\\\"\\n FROM \\\"pos\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"b\\\".\\\"sex\\\",\\n \\\"b\\\".\\\"p\\\",\\n \\\"b\\\".\\\"lo\\\",\\n \\\"b\\\".\\\"hi\\\",\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"b\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"age_val\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"b\\\".\\\"hi\\\" THEN \\\"o\\\".\\\"age_val\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"bounds\\\" AS \\\"b\\\"\\n JOIN \\\"ordered\\\" AS \\\"o\\\"\\n ON \\\"o\\\".\\\"sex\\\" = \\\"b\\\".\\\"sex\\\"\\n GROUP BY \\\"b\\\".\\\"sex\\\", \\\"b\\\".\\\"p\\\", \\\"b\\\".\\\"lo\\\", \\\"b\\\".\\\"hi\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n CASE\\n WHEN \\\"lo\\\" = \\\"hi\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"p\\\" - \\\"lo\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the continuous 95th percentile of \\\"age\\\" within each \\\"sex\\\" group after filtering to rows where \\\"children\\\" = '0'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21712,"cached_input_tokens":20864,"output_tokens":1058}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c984f0937718b301a918e5177e76c83571ef7b7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_val\"\n FROM \"m4\"\n WHERE \"children\" = '0'\n AND \"age\" IS NOT NULL\n),\n\"ordered\" AS (\n SELECT\n \"sex\",\n \"age_val\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"age_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT\n \"sex\",\n 1.0 + (\"cnt\" - 1.0) * 0.95 AS \"p\"\n FROM \"ordered\"\n GROUP BY \"sex\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n \"sex\",\n \"p\",\n CAST(\"p\" AS INT) AS \"lo\",\n CAST(\"p\" AS INT) + (\"p\" > CAST(\"p\" AS INT)) AS \"hi\"\n FROM \"pos\"\n),\n\"picked\" AS (\n SELECT\n \"b\".\"sex\",\n \"b\".\"p\",\n \"b\".\"lo\",\n \"b\".\"hi\",\n MAX(CASE WHEN \"o\".\"rn\" = \"b\".\"lo\" THEN \"o\".\"age_val\" END) AS \"lo_val\",\n MAX(CASE WHEN \"o\".\"rn\" = \"b\".\"hi\" THEN \"o\".\"age_val\" END) AS \"hi_val\"\n FROM \"bounds\" AS \"b\"\n JOIN \"ordered\" AS \"o\"\n ON \"o\".\"sex\" = \"b\".\"sex\"\n GROUP BY \"b\".\"sex\", \"b\".\"p\", \"b\".\"lo\", \"b\".\"hi\"\n)\nSELECT\n \"sex\",\n CASE\n WHEN \"lo\" = \"hi\" THEN \"lo_val\"\n ELSE \"lo_val\" + (\"p\" - \"lo\") * (\"hi_val\" - \"lo_val\")\n END AS \"conditional_percentile\"\nFROM \"picked\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the continuous 95th percentile of \"age\" within each \"sex\" group after filtering to rows where \"children\" = '0'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4775bb1d486f4b9ee2701a279bc4df35a8ae6d14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:27.346707Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:29.639184Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:35:54.908651Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d10c7cb712dfd987556d669953d1e192f883747a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age, condition_col=children. +Result preview: [{"sex": "female", "conditional_percentile": 63.0}, {"sex": "male", "conditional_percentile": 62.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d227f219f861f806bfa6752c2c3300baccb0eb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/generated_sql.sql @@ -0,0 +1,65 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_8ad698266cda9f4d +-- problem_id: v2p_m4_ce5b6e24506f9ccb +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_val" + FROM "m4" + WHERE "children" = '0' + AND "age" IS NOT NULL +), +"ordered" AS ( + SELECT + "sex", + "age_val", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "age_val") AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT + "sex", + 1.0 + ("cnt" - 1.0) * 0.95 AS "p" + FROM "ordered" + GROUP BY "sex", "cnt" +), +"bounds" AS ( + SELECT + "sex", + "p", + CAST("p" AS INT) AS "lo", + CAST("p" AS INT) + ("p" > CAST("p" AS INT)) AS "hi" + FROM "pos" +), +"picked" AS ( + SELECT + "b"."sex", + "b"."p", + "b"."lo", + "b"."hi", + MAX(CASE WHEN "o"."rn" = "b"."lo" THEN "o"."age_val" END) AS "lo_val", + MAX(CASE WHEN "o"."rn" = "b"."hi" THEN "o"."age_val" END) AS "hi_val" + FROM "bounds" AS "b" + JOIN "ordered" AS "o" + ON "o"."sex" = "b"."sex" + GROUP BY "b"."sex", "b"."p", "b"."lo", "b"."hi" +) +SELECT + "sex", + CASE + WHEN "lo" = "hi" THEN "lo_val" + ELSE "lo_val" + ("p" - "lo") * ("hi_val" - "lo_val") + END AS "conditional_percentile" +FROM "picked" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4c23e1dbd27ef630c201d5dab633a6c810b15f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_val\"\n FROM \"m4\"\n WHERE \"children\" = '0'\n AND \"age\" IS NOT NULL\n),\n\"ordered\" AS (\n SELECT\n \"sex\",\n \"age_val\",\n ROW_NUMBER() OVER (PARTITION BY \"sex\" ORDER BY \"age_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"sex\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT\n \"sex\",\n 1.0 + (\"cnt\" - 1.0) * 0.95 AS \"p\"\n FROM \"ordered\"\n GROUP BY \"sex\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n \"sex\",\n \"p\",\n CAST(\"p\" AS INT) AS \"lo\",\n CAST(\"p\" AS INT) + (\"p\" > CAST(\"p\" AS INT)) AS \"hi\"\n FROM \"pos\"\n),\n\"picked\" AS (\n SELECT\n \"b\".\"sex\",\n \"b\".\"p\",\n \"b\".\"lo\",\n \"b\".\"hi\",\n MAX(CASE WHEN \"o\".\"rn\" = \"b\".\"lo\" THEN \"o\".\"age_val\" END) AS \"lo_val\",\n MAX(CASE WHEN \"o\".\"rn\" = \"b\".\"hi\" THEN \"o\".\"age_val\" END) AS \"hi_val\"\n FROM \"bounds\" AS \"b\"\n JOIN \"ordered\" AS \"o\"\n ON \"o\".\"sex\" = \"b\".\"sex\"\n GROUP BY \"b\".\"sex\", \"b\".\"p\", \"b\".\"lo\", \"b\".\"hi\"\n)\nSELECT\n \"sex\",\n CASE\n WHEN \"lo\" = \"hi\" THEN \"lo_val\"\n ELSE \"lo_val\" + (\"p\" - \"lo\") * (\"hi_val\" - \"lo_val\")\n END AS \"conditional_percentile\"\nFROM \"picked\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_val\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" = '0'\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ordered\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"age_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"sex\\\" ORDER BY \\\"age_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"sex\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n 1.0 + (\\\"cnt\\\" - 1.0) * 0.95 AS \\\"p\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"sex\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n \\\"p\\\",\\n CAST(\\\"p\\\" AS INT) AS \\\"lo\\\",\\n CAST(\\\"p\\\" AS INT) + (\\\"p\\\" > CAST(\\\"p\\\" AS INT)) AS \\\"hi\\\"\\n FROM \\\"pos\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"b\\\".\\\"sex\\\",\\n \\\"b\\\".\\\"p\\\",\\n \\\"b\\\".\\\"lo\\\",\\n \\\"b\\\".\\\"hi\\\",\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"b\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"age_val\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"b\\\".\\\"hi\\\" THEN \\\"o\\\".\\\"age_val\\\" END) AS \\\"hi_val\\\"\\n FROM \\\"bounds\\\" AS \\\"b\\\"\\n JOIN \\\"ordered\\\" AS \\\"o\\\"\\n ON \\\"o\\\".\\\"sex\\\" = \\\"b\\\".\\\"sex\\\"\\n GROUP BY \\\"b\\\".\\\"sex\\\", \\\"b\\\".\\\"p\\\", \\\"b\\\".\\\"lo\\\", \\\"b\\\".\\\"hi\\\"\\n)\\nSELECT\\n \\\"sex\\\",\\n CASE\\n WHEN \\\"lo\\\" = \\\"hi\\\" THEN \\\"lo_val\\\"\\n ELSE \\\"lo_val\\\" + (\\\"p\\\" - \\\"lo\\\") * (\\\"hi_val\\\" - \\\"lo_val\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sex\", \"conditional_percentile\"], \"rows\": [{\"sex\": \"female\", \"conditional_percentile\": 63.0}, {\"sex\": \"male\", \"conditional_percentile\": 62.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..83b3c15bc99a34a7c4477bc45e4377c5d8d5f015 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:35:27.124155+00:00", + "ended_at": "2026-05-04T09:35:55.648660+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_8ad698266cda9f4d", + "problem_id": "v2p_m4_ce5b6e24506f9ccb", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age, condition_col=children.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_8ad698266cda9f4d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8ad698266cda9f4d", + "api_calls": 0, + "input_tokens": 21712, + "cached_input_tokens": 20864, + "output_tokens": 1058, + "total_tokens": 22770, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1622, + "estimated_output_tokens": 564, + "estimated_total_tokens": 2186, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28481.05, + "sql_execution_elapsed_ms_total": 8.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_8ad698266cda9f4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3bf21b2d2fd74452dbc6e02b26e4bd3d3967aebd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:55.626400+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 28481.05, "started_at": "2026-05-04T09:35:27.125902+00:00", "ended_at": "2026-05-04T09:35:55.607012+00:00", "prompt_metrics": {"chars": 5783, "bytes_utf8": 5783, "lines": 185, "estimated_tokens": 1622}, "response_metrics": {"chars": 1620, "bytes_utf8": 1620, "lines": 1, "estimated_tokens": 564}, "usage": {"input_tokens": 21712, "cached_input_tokens": 20864, "output_tokens": 1058}, "stderr_preview": "2026-05-04T09:35:27.346707Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:29.639184Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(\\\"p\\\" AS INT)) AS \\\"hi\\\"\\n FROM \\\"pos\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"b\\\".\\\"sex\\\",\\n \\\"b\\\".\\\"p\\\",\\n \\\"b\\\".\\\"lo\\\",\\n \\\"b\\\".\\\"hi\\\",\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"b\\\".\\\"lo\\\" THEN \\\"o\\\".\\\"age_val\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"b\\\".\\\"hi\\\" THEN \\\"o\\\".\\\"ag"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..017a8171eb85d9757bbf2e33199a6b268572aef4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8ad698266cda9f4d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8ad698266cda9f4d", + "api_calls": 0, + "input_tokens": 21712, + "cached_input_tokens": 20864, + "output_tokens": 1058, + "total_tokens": 22770, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1622, + "estimated_output_tokens": 564, + "estimated_total_tokens": 2186, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28481.05, + "sql_execution_elapsed_ms_total": 8.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_8ad698266cda9f4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f59692a0de2d0d7023200430db7bb6302176afae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5476, "bytes_utf8": 5476, "lines": 182, "estimated_tokens": 1562}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21650, "cached_input_tokens": 20864, "output_tokens": 135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d8836b2109a73b2c5a0ce9e29e3e8a916bfb3c5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8d6920a305ad18a5", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 20864, + "output_tokens": 135, + "total_tokens": 21785, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17976.41, + "sql_execution_elapsed_ms_total": 1.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_8d6920a305ad18a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f0c00133cbbe2e4c86dc4815a97da0739814b44d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:46:12.510128+00:00", + "ended_at": "2026-05-04T09:46:30.486524+00:00", + "elapsed_ms": 17976.41, + "prompt_metrics": { + "chars": 5476, + "bytes_utf8": 5476, + "lines": 182, + "estimated_tokens": 1562 + }, + "stdout_metrics": { + "chars": 690, + "bytes_utf8": 690, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13207 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 360, + "bytes_utf8": 360, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 21650, + "cached_input_tokens": 20864, + "output_tokens": 135 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e8c46aeaace3337372cd6864231fcc7de4afb3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sex", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8921adb27fb678b24d7e8469635fa08cbb67b1ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df261-8d46-7e42-903d-bdac4946344b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with group_col=\\\"sex\\\" and predicate on \\\"bmi\\\" >= 34.77. Cast \\\"bmi\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21650,"cached_input_tokens":20864,"output_tokens":135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1634498d9905c20365cb26090ee81006ccfba65d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the required template with group_col=\"sex\" and predicate on \"bmi\" >= 34.77. Cast \"bmi\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4024795f0760d92640ca86ef14f7d043cb22090d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:46:12.758438Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:46:15.215667Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:46:29.742083Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d037776b73ef01b950195dbeed6c3db3531cb36a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex. +Result preview: [{"sex": "male", "support": 368}, {"sex": "female", "support": 330}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf79dcca63758fa32a25b43ac6106a5a4b590ef5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_8d6920a305ad18a5 +-- problem_id: v2p_m4_a21493c3bce1c3f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE CAST("bmi" AS REAL) >= 34.77 +GROUP BY "sex" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa2f2ac8aab550a8eeaf7068caf3fe1ee735619d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"sex\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"sex\", \"support\"], \"rows\": [{\"sex\": \"male\", \"support\": 368}, {\"sex\": \"female\", \"support\": 330}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1c9842d8a2ca3db644123c4f8f97129336c928b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:46:12.505447+00:00", + "ended_at": "2026-05-04T09:46:30.519093+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_8d6920a305ad18a5", + "problem_id": "v2p_m4_a21493c3bce1c3f3", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=sex.", + "bindings": { + "group_col": "sex", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_8d6920a305ad18a5.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8d6920a305ad18a5", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 20864, + "output_tokens": 135, + "total_tokens": 21785, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17976.41, + "sql_execution_elapsed_ms_total": 1.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_8d6920a305ad18a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50c1942a60ec6a31989df023c245e12bfb1dd600 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:46:30.507418+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17976.41, "started_at": "2026-05-04T09:46:12.510128+00:00", "ended_at": "2026-05-04T09:46:30.486524+00:00", "prompt_metrics": {"chars": 5476, "bytes_utf8": 5476, "lines": 182, "estimated_tokens": 1562}, "response_metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21650, "cached_input_tokens": 20864, "output_tokens": 135}, "stderr_preview": "2026-05-04T09:46:12.758438Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:46:15.215667Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 34.77\\nGROUP BY \\\"sex\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with group_col=\\\"sex\\\" and predicate on \\\"bmi\\\" >= 34.77. Cast \\\"bmi\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a4ce4e127c6bac7dc04e59d6ace2912de36e69eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_8d6920a305ad18a5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_8d6920a305ad18a5", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 20864, + "output_tokens": 135, + "total_tokens": 21785, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1665, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17976.41, + "sql_execution_elapsed_ms_total": 1.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_8d6920a305ad18a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48f70a8013c3dea0c45737d91b2e5595b2593416 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5792, "bytes_utf8": 5792, "lines": 185, "estimated_tokens": 1625}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 836, "bytes_utf8": 836, "lines": 1, "estimated_tokens": 249}, "usage": {"input_tokens": 21715, "cached_input_tokens": 20864, "output_tokens": 374}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..018db8f45a1b40338b63ec604fbb8b5fc93f7a5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9223b5916096f461", + "api_calls": 0, + "input_tokens": 21715, + "cached_input_tokens": 20864, + "output_tokens": 374, + "total_tokens": 22089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1625, + "estimated_output_tokens": 249, + "estimated_total_tokens": 1874, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14825.73, + "sql_execution_elapsed_ms_total": 9.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_9223b5916096f461\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..50947e6b8d88854bc1d7d4907becc75fc03b1dea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:36:21.749944+00:00", + "ended_at": "2026-05-04T09:36:36.583383+00:00", + "elapsed_ms": 14825.73, + "prompt_metrics": { + "chars": 5792, + "bytes_utf8": 5792, + "lines": 185, + "estimated_tokens": 1625 + }, + "stdout_metrics": { + "chars": 1251, + "bytes_utf8": 1251, + "lines": 4, + "estimated_tokens": 407 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 836, + "bytes_utf8": 836, + "lines": 1, + "estimated_tokens": 249 + }, + "usage": { + "input_tokens": 21715, + "cached_input_tokens": 20864, + "output_tokens": 374 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f3c04337ca5077fa61e4b05a3feb83ecb8c6589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,185 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi, condition_col=smoker.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..27e0923ad298ecb7cd84545ce12c861deccb04ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-89a5-7a22-94e2-666b8407691f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'no'\\n AND \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"bmi\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"children\\\" ORDER BY \\\"bmi\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"children\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"children\\\",\\n \\\"bmi\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank method to approximate the 90th percentile of non-smoker BMI within each children group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21715,"cached_input_tokens":20864,"output_tokens":374}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a859d174dbef6ceb630f15cc1f689e126b4ccad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi\"\n FROM \"m4\"\n WHERE \"smoker\" = 'no'\n AND \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"children\",\n \"bmi\",\n ROW_NUMBER() OVER (PARTITION BY \"children\" ORDER BY \"bmi\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"children\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"children\",\n \"bmi\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank method to approximate the 90th percentile of non-smoker BMI within each children group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d944e29625f43ac02e967052f90a472377580fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:22.006212Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:24.539163Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:35.870650Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..180f7e6b53dfa5c9780af987b181cd4ba0272800 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi, condition_col=smoker. +Result preview: [{"children": "4", "conditional_percentile": 39.71}, {"children": "0", "conditional_percentile": 39.33}, {"children": "1", "conditional_percentile": 39.16}, {"children": "2", "conditional_percentile": 38.095}, {"children": "3", "conditional_percentile": 38.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..26d96ee8d0870624aecda956d9352b42a0691da1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_9223b5916096f461 +-- problem_id: v2p_m4_fa3b7162ad39d57a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "children", + CAST("bmi" AS REAL) AS "bmi" + FROM "m4" + WHERE "smoker" = 'no' + AND "children" IS NOT NULL + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "children", + "bmi", + ROW_NUMBER() OVER (PARTITION BY "children" ORDER BY "bmi") AS "rn", + COUNT(*) OVER (PARTITION BY "children") AS "cnt" + FROM "filtered" +) +SELECT + "children", + "bmi" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cfa8acdc5b9a41e0efa5abbf58724b181989933f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi\"\n FROM \"m4\"\n WHERE \"smoker\" = 'no'\n AND \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"children\",\n \"bmi\",\n ROW_NUMBER() OVER (PARTITION BY \"children\" ORDER BY \"bmi\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"children\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"children\",\n \"bmi\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"smoker\\\" = 'no'\\n AND \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"bmi\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"children\\\" ORDER BY \\\"bmi\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"children\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"children\\\",\\n \\\"bmi\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"children\", \"conditional_percentile\"], \"rows\": [{\"children\": \"4\", \"conditional_percentile\": 39.71}, {\"children\": \"0\", \"conditional_percentile\": 39.33}, {\"children\": \"1\", \"conditional_percentile\": 39.16}, {\"children\": \"2\", \"conditional_percentile\": 38.095}, {\"children\": \"3\", \"conditional_percentile\": 38.0}, {\"children\": \"5\", \"conditional_percentile\": 37.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..41ef574b550f44fa84ff0ca85c3db7915f09deb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:36:21.749944+00:00", + "ended_at": "2026-05-04T09:36:36.637342+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_9223b5916096f461", + "problem_id": "v2p_m4_fa3b7162ad39d57a", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=children, measure_col=bmi, condition_col=smoker.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_9223b5916096f461.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9223b5916096f461", + "api_calls": 0, + "input_tokens": 21715, + "cached_input_tokens": 20864, + "output_tokens": 374, + "total_tokens": 22089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1625, + "estimated_output_tokens": 249, + "estimated_total_tokens": 1874, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14825.73, + "sql_execution_elapsed_ms_total": 9.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_9223b5916096f461\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..772e6d64ed9fcdc688cb0beb857ad17e060f3ea3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9223b5916096f461/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:36.611981+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14825.73, "started_at": "2026-05-04T09:36:21.749944+00:00", "ended_at": "2026-05-04T09:36:36.583383+00:00", "prompt_metrics": {"chars": 5792, "bytes_utf8": 5792, "lines": 185, "estimated_tokens": 1625}, "response_metrics": {"chars": 836, "bytes_utf8": 836, "lines": 1, "estimated_tokens": 249}, "usage": {"input_tokens": 21715, "cached_input_tokens": 20864, "output_tokens": 374}, "stderr_preview": "2026-05-04T09:36:22.006212Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:24.539163Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=bmi.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "bmi", + "band_col": "bmi", + "band_cut_1": 27.72, + "band_cut_2": 33.11, + "lower_bound": 27.72, + "upper_bound": 33.11, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8749512ac81c05fc38d4da465f636b43f5f12b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25d-3c3e-7ce0-b067-f96af145a48c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"bmi\\\" AS REAL) < 27.72 THEN 'low'\\n WHEN CAST(\\\"bmi\\\" AS REAL) < 33.11 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned binned numeric group average template with both band_col and measure_col bound to \\\"bmi\\\". Casted \\\"bmi\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21742,"cached_input_tokens":20864,"output_tokens":193}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..734e26063074fe581c09a2ba1268f25155e29044 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"bmi\" AS REAL) < 27.72 THEN 'low'\n WHEN CAST(\"bmi\" AS REAL) < 33.11 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Applied the planned binned numeric group average template with both band_col and measure_col bound to \"bmi\". Casted \"bmi\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc0af1e405d19b102f31e4a80cc1da883817dce4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:41:29.856485Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:41:32.158469Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:41:41.984226Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b93e97e45d12ab1da0c31d448c4c7683457a7cc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=bmi. +Result preview: [{"band_bucket": "high", "avg_measure": 37.42908227848101}, {"band_bucket": "mid", "avg_measure": 30.342914847161573}, {"band_bucket": "low", "avg_measure": 24.03883259911894}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6aa8f3a197b5f5c663c6df4f8ff51ccebe4be325 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_93e455295e8ed61c +-- problem_id: v2p_m4_e21fdf15366c7f25 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("bmi" AS REAL) < 27.72 THEN 'low' + WHEN CAST("bmi" AS REAL) < 33.11 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7a3553468f6dbf85bca838bf5886e338c2f83e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"bmi\" AS REAL) < 27.72 THEN 'low'\n WHEN CAST(\"bmi\" AS REAL) < 33.11 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"bmi\\\" AS REAL) < 27.72 THEN 'low'\\n WHEN CAST(\\\"bmi\\\" AS REAL) < 33.11 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 37.42908227848101}, {\"band_bucket\": \"mid\", \"avg_measure\": 30.342914847161573}, {\"band_bucket\": \"low\", \"avg_measure\": 24.03883259911894}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4e2b550fe36b72914b3317b93719e50ba47c63de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:41:29.651648+00:00", + "ended_at": "2026-05-04T09:41:42.758153+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_93e455295e8ed61c", + "problem_id": "v2p_m4_e21fdf15366c7f25", + "dataset_id": "m4", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=bmi.", + "bindings": { + "measure_col": "bmi", + "band_col": "bmi", + "band_cut_1": 27.72, + "band_cut_2": 33.11, + "lower_bound": 27.72, + "upper_bound": 33.11, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_93e455295e8ed61c.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_93e455295e8ed61c", + "api_calls": 0, + "input_tokens": 21742, + "cached_input_tokens": 20864, + "output_tokens": 193, + "total_tokens": 21935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1652, + "estimated_output_tokens": 147, + "estimated_total_tokens": 1799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13072.37, + "sql_execution_elapsed_ms_total": 3.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_93e455295e8ed61c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6018a612fb0a24bd23c578b2c6c03a62efe4c8cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_93e455295e8ed61c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:41:42.743912+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13072.37, "started_at": "2026-05-04T09:41:29.654053+00:00", "ended_at": "2026-05-04T09:41:42.726458+00:00", "prompt_metrics": {"chars": 5737, "bytes_utf8": 5737, "lines": 184, "estimated_tokens": 1652}, "response_metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 21742, "cached_input_tokens": 20864, "output_tokens": 193}, "stderr_preview": "2026-05-04T09:41:29.856485Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:41:32.158469Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "smoker", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 51.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d514e6b52e6ee05d74a2322142147bc276edda9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df260-4103-7a22-a3fa-465159a346dc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 51.0\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with group_col=\\\"smoker\\\" and predicate_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21651,"cached_input_tokens":20864,"output_tokens":117}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c23684e0a593c775d862635e93d09e7e6dd11e6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"age\" AS REAL) >= 51.0\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required template with group_col=\"smoker\" and predicate_col=\"age\". Cast \"age\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..868f816554407741634e5c45401f9a530154b451 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T09:44:47.700664Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:44:54.786000Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:45:08.499862Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c0f2328d3384b58747b03c4e3972c642b887672 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker. +Result preview: [{"smoker": "no", "support": 606}, {"smoker": "yes", "support": 132}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa4cd227edf2cd791f7d245c8bdf8f54ea854c86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_991e5193f0e8beab +-- problem_id: v2p_m4_5de996c1555eda34 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE CAST("age" AS REAL) >= 51.0 +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1af5ff4cc9275f86d8db05ad978046d28dc9c2bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"age\" AS REAL) >= 51.0\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 51.0\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"smoker\", \"support\"], \"rows\": [{\"smoker\": \"no\", \"support\": 606}, {\"smoker\": \"yes\", \"support\": 132}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cdf6c83fa865b96dea91d1a8334eee218b4f0152 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:44:47.485814+00:00", + "ended_at": "2026-05-04T09:45:08.649038+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_991e5193f0e8beab", + "problem_id": "v2p_m4_5de996c1555eda34", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "bindings": { + "group_col": "smoker", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 51.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_991e5193f0e8beab.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_991e5193f0e8beab", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 21768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21138.58, + "sql_execution_elapsed_ms_total": 1.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_991e5193f0e8beab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a590e93c79fdadd9a07c89fcb44d96b154e065ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:45:08.639869+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21138.58, "started_at": "2026-05-04T09:44:47.488208+00:00", "ended_at": "2026-05-04T09:45:08.626880+00:00", "prompt_metrics": {"chars": 5479, "bytes_utf8": 5479, "lines": 182, "estimated_tokens": 1563}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21651, "cached_input_tokens": 20864, "output_tokens": 117}, "stderr_preview": "2026-05-04T09:44:47.700664Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:44:54.786000Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 51.0\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with group_col=\\\"smoker\\\" and predicate_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7922bd3ad5b856e2258d17dd237b4bc654b833ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_991e5193f0e8beab/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_991e5193f0e8beab", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 20864, + "output_tokens": 117, + "total_tokens": 21768, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1664, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21138.58, + "sql_execution_elapsed_ms_total": 1.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_991e5193f0e8beab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97f20712b630af4feaae772bf93ff9e9538ca589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5294, "bytes_utf8": 5294, "lines": 180, "estimated_tokens": 1512}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 21602, "cached_input_tokens": 19840, "output_tokens": 138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4267a27c43c24aa671069329a524420f31fea1cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_99b49d1080f4fc2a", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 21740, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 91, + "estimated_total_tokens": 1603, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13924.85, + "sql_execution_elapsed_ms_total": 2.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_99b49d1080f4fc2a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0f9ece40b35c9c375040e438c5a8b5ff2602e2c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:19:57.090099+00:00", + "ended_at": "2026-05-04T09:20:11.014577+00:00", + "elapsed_ms": 13924.85, + "prompt_metrics": { + "chars": 5294, + "bytes_utf8": 5294, + "lines": 180, + "estimated_tokens": 1512 + }, + "stdout_metrics": { + "chars": 673, + "bytes_utf8": 673, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 11426, + "bytes_utf8": 11426, + "lines": 29, + "estimated_tokens": 6447 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 345, + "bytes_utf8": 345, + "lines": 1, + "estimated_tokens": 91 + }, + "usage": { + "input_tokens": 21602, + "cached_input_tokens": 19840, + "output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51bc5ceaed3b774f0631557911c1c7dee13a4936 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34108612e0e6dbfefbadbb52f703016630d59af7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-832c-7bc3-adcb-9388125c0e93"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for SQLite-compatible numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21602,"cached_input_tokens":19840,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ee6933c00717e945a254537e7e5823ab4bca17c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"sex\" and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for SQLite-compatible numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3020bc248f1d9c4547504112ce876fcc7d722764 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T09:19:57.283052Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:59.661352Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a585c6a986016c37df99bd0223557983a18fb058 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "male", "avg_measure": 30.960633001422476}, {"sex": "female", "avg_measure": 30.434472913616396}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56db1d2622d34d9d7a83f0296154a85bdc581307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_99b49d1080f4fc2a +-- problem_id: v2p_m4_3065e2670aee975f +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41b9533414f6a396c21f134f006c05da5e1d247f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"avg_measure\"], \"rows\": [{\"sex\": \"male\", \"avg_measure\": 30.960633001422476}, {\"sex\": \"female\", \"avg_measure\": 30.434472913616396}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22d11480922183b3a330c79b568b2cefab035c7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:19:57.087390+00:00", + "ended_at": "2026-05-04T09:20:11.036724+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_99b49d1080f4fc2a", + "problem_id": "v2p_m4_3065e2670aee975f", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_99b49d1080f4fc2a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_99b49d1080f4fc2a", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 21740, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 91, + "estimated_total_tokens": 1603, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13924.85, + "sql_execution_elapsed_ms_total": 2.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_99b49d1080f4fc2a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e68bcc9fe29f21d01f607bfa384699d8f008e39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_99b49d1080f4fc2a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:11.027395+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13924.85, "started_at": "2026-05-04T09:19:57.090099+00:00", "ended_at": "2026-05-04T09:20:11.014577+00:00", "prompt_metrics": {"chars": 5294, "bytes_utf8": 5294, "lines": 180, "estimated_tokens": 1512}, "response_metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 21602, "cached_input_tokens": 19840, "output_tokens": 138}, "stderr_preview": "2026-05-04T09:19:57.283052Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:59.661352Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=sex, group_col_2=children.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f49ea0791da13976b51b12e961495b0baf20f10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df26a-a504-7fb1-be18-d547b8a8a273"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"sex\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"sex\\\", \\\"children\\\"\\nLIMIT 17;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with bindings group_col=sex, group_col_2=children, top_k=17. Quoted identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21678,"cached_input_tokens":20864,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5edc5688aaf3734878d77a8fbca235473975b31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"sex\",\n \"children\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY support ASC, \"sex\", \"children\"\nLIMIT 17;","notes":"Used the required Pairwise Sparse Slice Count template with bindings group_col=sex, group_col_2=children, top_k=17. Quoted identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36ea9d5d53cb1bdaa3545b7958937ca70fc28bee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:56:08.658710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:56:11.263389Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:56:22.024485Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..223ea2112f68320e6245eb485a96098ba37f5f56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=sex, group_col_2=children. +Result preview: [{"sex": "female", "children": "5", "support": 18}, {"sex": "female", "children": "4", "support": 22}, {"sex": "male", "children": "5", "support": 24}, {"sex": "male", "children": "4", "support": 30}, {"sex": "female", "children": "3", "support": 162}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b59e7ec23b529e1ab9f691c744e9fabfc88e768a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_9cb7f3b2552d84cd +-- problem_id: v2p_m4_1ec4f2c99cedfcf4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "sex", + "children", + COUNT(*) AS support +FROM "m4" +GROUP BY "sex", "children" +ORDER BY support ASC, "sex", "children" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d7071e0273239fbef52c1686dddc9ce9d3865e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"sex\",\n \"children\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY support ASC, \"sex\", \"children\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"sex\\\",\\n \\\"children\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY support ASC, \\\"sex\\\", \\\"children\\\"\\nLIMIT 17;\", \"columns\": [\"sex\", \"children\", \"support\"], \"rows\": [{\"sex\": \"female\", \"children\": \"5\", \"support\": 18}, {\"sex\": \"female\", \"children\": \"4\", \"support\": 22}, {\"sex\": \"male\", \"children\": \"5\", \"support\": 24}, {\"sex\": \"male\", \"children\": \"4\", \"support\": 30}, {\"sex\": \"female\", \"children\": \"3\", \"support\": 162}, {\"sex\": \"male\", \"children\": \"3\", \"support\": 162}, {\"sex\": \"female\", \"children\": \"2\", \"support\": 244}, {\"sex\": \"male\", \"children\": \"2\", \"support\": 252}, {\"sex\": \"female\", \"children\": \"1\", \"support\": 326}, {\"sex\": \"male\", \"children\": \"1\", \"support\": 346}, {\"sex\": \"male\", \"children\": \"0\", \"support\": 592}, {\"sex\": \"female\", \"children\": \"0\", \"support\": 594}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3659a6a508f15de127a1062b2978fcf15ee2e9e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:56:08.442196+00:00", + "ended_at": "2026-05-04T09:56:22.900254+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_9cb7f3b2552d84cd", + "problem_id": "v2p_m4_1ec4f2c99cedfcf4", + "dataset_id": "m4", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=sex, group_col_2=children.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_9cb7f3b2552d84cd.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9cb7f3b2552d84cd", + "api_calls": 0, + "input_tokens": 21678, + "cached_input_tokens": 20864, + "output_tokens": 120, + "total_tokens": 21798, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1590, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1694, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14420.81, + "sql_execution_elapsed_ms_total": 3.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_9cb7f3b2552d84cd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..646082ea5c10e55cf2436b3a679bce1a76db1ef9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cb7f3b2552d84cd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:56:22.884739+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14420.81, "started_at": "2026-05-04T09:56:08.444093+00:00", "ended_at": "2026-05-04T09:56:22.865148+00:00", "prompt_metrics": {"chars": 5465, "bytes_utf8": 5465, "lines": 180, "estimated_tokens": 1590}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21678, "cached_input_tokens": 20864, "output_tokens": 120}, "stderr_preview": "2026-05-04T09:56:08.658710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:56:11.263389Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "bmi", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b4dd795b1d114246d6083638a12f90a0c4a9bb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df269-6e8a-7ee2-a30d-6e5f986a7657"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"bmi\\\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to bmi and measure_threshold bound to 34.77. Casted \\\"bmi\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21591,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de26165d35e321ea58f2dd88a637c6c7e0ded6fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"bmi\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to bmi and measure_threshold bound to 34.77. Casted \"bmi\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9d79bc1b57d728d4b22d5c3141c81fdf152dd6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:54:49.147046Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:54:51.543210Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:55:00.469749Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2ed569a7cea03b246964429497baaccc9761b93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi. +Result preview: [{"empirical_cdf_at_threshold": 0.7503607503607503}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ad2a7345547ae0ed859841ba8261286ec804aa8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_9cbb103291bcf907 +-- problem_id: v2p_m4_a0f09c6c171db6aa +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("bmi" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd0331f2b5c6d43b488d9e582e1a9e3490b9a85d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"bmi\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"bmi\\\" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7503607503607503}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1340f9d31ad691c208e52ec54f84c4b598697bbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:54:48.954367+00:00", + "ended_at": "2026-05-04T09:55:01.492869+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_9cbb103291bcf907", + "problem_id": "v2p_m4_a0f09c6c171db6aa", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=bmi.", + "bindings": { + "measure_col": "bmi", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_9cbb103291bcf907.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9cbb103291bcf907", + "api_calls": 0, + "input_tokens": 21591, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21710, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1503, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1601, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12512.11, + "sql_execution_elapsed_ms_total": 1.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_9cbb103291bcf907\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7e2b443a6549f12f3591b4528ad553449d4b378 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9cbb103291bcf907/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:55:01.485743+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12512.11, "started_at": "2026-05-04T09:54:48.956305+00:00", "ended_at": "2026-05-04T09:55:01.467300+00:00", "prompt_metrics": {"chars": 5231, "bytes_utf8": 5231, "lines": 178, "estimated_tokens": 1503}, "response_metrics": {"chars": 353, "bytes_utf8": 353, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21591, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T09:54:49.147046Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:54:51.543210Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "12224.35085", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11d9a29def1760dca0e6835c0d631cdbdc743efe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-73cb-7973-963f-5905d0b1fbf9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '12224.35085' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the requested Two-Axis Target Rate Surface template with group_col=\\\"sex\\\", group_col_2=\\\"smoker\\\", and target_col=\\\"charges\\\". Since \\\"charges\\\" is stored as TEXT in the schema snapshot, the target value is compared as a string literal for exact matching.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21708,"cached_input_tokens":20864,"output_tokens":227}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cef7a16195ae6da29dd56db2a36240402feb2fb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN \"charges\" = '12224.35085' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY target_rate DESC;","notes":"Used the requested Two-Axis Target Rate Surface template with group_col=\"sex\", group_col_2=\"smoker\", and target_col=\"charges\". Since \"charges\" is stored as TEXT in the schema snapshot, the target value is compared as a string literal for exact matching."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c694d3fbbc45e1620298259de5a26ef278a5db11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:32.156684Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:34.620649Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:44.768808Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d40e575122dd893aaf955e0aeb66fef3cce131d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=smoker, target_col=charges. +Result preview: [{"sex": "female", "smoker": "no", "target_rate": 0.003527336860670194}, {"sex": "female", "smoker": "yes", "target_rate": 0.0}, {"sex": "male", "smoker": "no", "target_rate": 0.0}, {"sex": "male", "smoker": "yes", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9cb793459d38d36b67dd19c473f11c560d40297f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_9d616aac1d185019 +-- problem_id: v2p_m4_5ce781dc4fc7a434 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN "charges" = '12224.35085' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a2f4b60eff0742cf6fc72d7bdbae58c17d287e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN \"charges\" = '12224.35085' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '12224.35085' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"smoker\", \"target_rate\"], \"rows\": [{\"sex\": \"female\", \"smoker\": \"no\", \"target_rate\": 0.003527336860670194}, {\"sex\": \"female\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"smoker\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d2f127a24da326d58f39f933dafe54fd5c0aa7a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:27:31.905431+00:00", + "ended_at": "2026-05-04T09:27:45.535825+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_9d616aac1d185019", + "problem_id": "v2p_m4_5ce781dc4fc7a434", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "12224.35085", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_9d616aac1d185019.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9d616aac1d185019", + "api_calls": 0, + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 227, + "total_tokens": 21935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 135, + "estimated_total_tokens": 1753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13595.23, + "sql_execution_elapsed_ms_total": 3.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_9d616aac1d185019\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d919a64063ccfeb47504fc6a101e00dedc5662a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9d616aac1d185019/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:45.523571+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13595.23, "started_at": "2026-05-04T09:27:31.907784+00:00", "ended_at": "2026-05-04T09:27:45.503112+00:00", "prompt_metrics": {"chars": 5600, "bytes_utf8": 5600, "lines": 183, "estimated_tokens": 1618}, "response_metrics": {"chars": 508, "bytes_utf8": 508, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 21708, "cached_input_tokens": 20864, "output_tokens": 227}, "stderr_preview": "2026-05-04T09:27:32.156684Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:34.620649Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcebed953b7e0480bcae7c603f0792d534582c82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df267-ade6-7862-9b9d-7f7cf2d49f13"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"children\\\",\\n MAX(CAST(\\\"children\\\" AS REAL)) AS percentile_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are bound to \\\"children\\\", every row within a group has the same measure value, so the 0.95 percentile for each group equals that group's children value. MAX(CAST(\\\"children\\\" AS REAL)) preserves that result in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21639,"cached_input_tokens":20864,"output_tokens":232}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d1f3e2f86f14df2327d2e1d2011aa10a1bb4659 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT\n \"children\",\n MAX(CAST(\"children\" AS REAL)) AS percentile_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are bound to \"children\", every row within a group has the same measure value, so the 0.95 percentile for each group equals that group's children value. MAX(CAST(\"children\" AS REAL)) preserves that result in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff1970042834ab5b779ca8b4cd99dcf90a6552ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:52:54.324190Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:52:56.923101Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:53:11.399711Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c001560159b1d3ab6da83cc5fbd7d091876445b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "5", "percentile_measure": 5.0}, {"children": "4", "percentile_measure": 4.0}, {"children": "3", "percentile_measure": 3.0}, {"children": "2", "percentile_measure": 2.0}, {"children": "1", "percentile_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..15bcb6ccfd811ca7bd1426cb75ee1e5547f645d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_9e2258fba1bb8780 +-- problem_id: v2p_m4_192938d0883cba79 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + MAX(CAST("children" AS REAL)) AS percentile_measure +FROM "m4" +GROUP BY "children" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73ba3fccf98d9784ef6df5cae2639d29511e4a71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT\n \"children\",\n MAX(CAST(\"children\" AS REAL)) AS percentile_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT\\n \\\"children\\\",\\n MAX(CAST(\\\"children\\\" AS REAL)) AS percentile_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY percentile_measure DESC;\", \"columns\": [\"children\", \"percentile_measure\"], \"rows\": [{\"children\": \"5\", \"percentile_measure\": 5.0}, {\"children\": \"4\", \"percentile_measure\": 4.0}, {\"children\": \"3\", \"percentile_measure\": 3.0}, {\"children\": \"2\", \"percentile_measure\": 2.0}, {\"children\": \"1\", \"percentile_measure\": 1.0}, {\"children\": \"0\", \"percentile_measure\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..91cbdce69ef11a7553c54f5c1f8752d3758d43ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:52:54.101781+00:00", + "ended_at": "2026-05-04T09:53:12.130764+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_9e2258fba1bb8780", + "problem_id": "v2p_m4_192938d0883cba79", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_9e2258fba1bb8780.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9e2258fba1bb8780", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 232, + "total_tokens": 21871, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 121, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17989.46, + "sql_execution_elapsed_ms_total": 2.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_9e2258fba1bb8780\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c5195edb30acec78418f5662e03a95832a29f1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e2258fba1bb8780/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:53:12.119291+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17989.46, "started_at": "2026-05-04T09:52:54.103558+00:00", "ended_at": "2026-05-04T09:53:12.092842+00:00", "prompt_metrics": {"chars": 5484, "bytes_utf8": 5484, "lines": 180, "estimated_tokens": 1549}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 21639, "cached_input_tokens": 20864, "output_tokens": 232}, "stderr_preview": "2026-05-04T09:52:54.324190Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:52:56.923101Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ca978c587e7325a511d2b0e9b29cb588510bad2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-dca9-7323-aec4-7d63c4c7d876"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"smoker\\\";\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"smoker\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21645,"cached_input_tokens":19840,"output_tokens":156}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a30ab3f601403559e92625eabe7e5c4e5d46370 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"smoker\"\nHAVING COUNT(*) > 5\nORDER BY \"smoker\";","notes":"Applied the planned Support-Guarded Group Average template with group_col=\"smoker\" and measure_col=\"age\". Cast \"age\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5741f08e08ef8e3b67d6c644c1c7cfe6dfd87c4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:36.821828Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:39.147135Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:49.632605Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..71d22786f39ab3708dd59dd728622f497c13ae1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "no", "avg_measure": 39.27536231884058, "support": 2208}, {"smoker": "yes", "avg_measure": 38.46099290780142, "support": 564}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e05a8f5bcffe6ed32f2a7ce7969966326cef549f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_9e4cdbf143eb5b81 +-- problem_id: v2p_m4_adb4044479ff5f18 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "smoker" +HAVING COUNT(*) > 5 +ORDER BY "smoker"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81d33355c385a854bcddc1a217c34394dd2fad8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"smoker\"\nHAVING COUNT(*) > 5\nORDER BY \"smoker\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"smoker\\\";\", \"columns\": [\"smoker\", \"avg_measure\", \"support\"], \"rows\": [{\"smoker\": \"no\", \"avg_measure\": 39.27536231884058, \"support\": 2208}, {\"smoker\": \"yes\", \"avg_measure\": 38.46099290780142, \"support\": 564}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..19bc50781bc3a7af4041f9db23bdd89dd6e0cca9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:23:36.600251+00:00", + "ended_at": "2026-05-04T09:23:50.428437+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_9e4cdbf143eb5b81", + "problem_id": "v2p_m4_adb4044479ff5f18", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_9e4cdbf143eb5b81.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9e4cdbf143eb5b81", + "api_calls": 0, + "input_tokens": 21645, + "cached_input_tokens": 19840, + "output_tokens": 156, + "total_tokens": 21801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1557, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13797.5, + "sql_execution_elapsed_ms_total": 1.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_9e4cdbf143eb5b81\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2742dac1043b1b45b690dfe0f07fe94454b162f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:50.418901+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13797.5, "started_at": "2026-05-04T09:23:36.601989+00:00", "ended_at": "2026-05-04T09:23:50.399844+00:00", "prompt_metrics": {"chars": 5436, "bytes_utf8": 5436, "lines": 180, "estimated_tokens": 1557}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 21645, "cached_input_tokens": 19840, "output_tokens": 156}, "stderr_preview": "2026-05-04T09:23:36.821828Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:39.147135Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"smoker\\\";\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"smoker\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69345a25ffa9a8c75ba46671f22ea02887104a65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9e4cdbf143eb5b81/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9e4cdbf143eb5b81", + "api_calls": 0, + "input_tokens": 21645, + "cached_input_tokens": 19840, + "output_tokens": 156, + "total_tokens": 21801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1557, + "estimated_output_tokens": 110, + "estimated_total_tokens": 1667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13797.5, + "sql_execution_elapsed_ms_total": 1.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_9e4cdbf143eb5b81\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..726d40dcefd32e0ac6e10fa6a128dbfcc5b7d4a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5484, "bytes_utf8": 5484, "lines": 182, "estimated_tokens": 1563}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21651, "cached_input_tokens": 20864, "output_tokens": 115}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2a9b2e47b3b86c3c29d849f376439d22e96645d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9f862f0b42814c7c", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 21766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1662, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31588.49, + "sql_execution_elapsed_ms_total": 2.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_9f862f0b42814c7c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2904ec35c00046c9ff4da7835ac72566e1927ac9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:45:08.654344+00:00", + "ended_at": "2026-05-04T09:45:40.243077+00:00", + "elapsed_ms": 31588.49, + "prompt_metrics": { + "chars": 5484, + "bytes_utf8": 5484, + "lines": 182, + "estimated_tokens": 1563 + }, + "stdout_metrics": { + "chars": 713, + "bytes_utf8": 713, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 1222, + "bytes_utf8": 1222, + "lines": 6, + "estimated_tokens": 345 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 387, + "bytes_utf8": 387, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 21651, + "cached_input_tokens": 20864, + "output_tokens": 115 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc23c85a32df361ed10a5c4aaca864058e56489f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=smoker.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "smoker", + "predicate_col": "smoker", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11f84ae75a6fbd4a3a3d75aace39d8bcc03a88f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df260-93de-79a1-ad6c-114fe9e9a067"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"smoker\\\" = 'no'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with bound roles group_col=\\\"smoker\\\" and predicate_col=\\\"smoker\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21651,"cached_input_tokens":20864,"output_tokens":115}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3822613722bca6ca95a137db2cab792d101199c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"smoker\" = 'no'\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the provided Filtered Top-k Group Count template with bound roles group_col=\"smoker\" and predicate_col=\"smoker\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfa40aee1f1fb7bdf13a991fca623785ad58f548 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,6 @@ +2026-05-04T09:45:08.914844Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:45:13.939524Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T09:45:13.939936Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T09:45:13.955004Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:45:13.959439Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected before completion: tls handshake eof +2026-05-04T09:45:40.109855Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a0fc53f8dac51f4ee34c8df6e3ff677069bc13c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=smoker. +Result preview: [{"smoker": "no", "support": 2208}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d05105ce2269fcb261ee60528a228df20623076 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_9f862f0b42814c7c +-- problem_id: v2p_m4_c8ce9a5ae9bc1cc6 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE "smoker" = 'no' +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbe0da8133c5de9412b4e060236fbb509294ef35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"smoker\" = 'no'\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"smoker\\\" = 'no'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"smoker\", \"support\"], \"rows\": [{\"smoker\": \"no\", \"support\": 2208}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b3fc27de2f3e58e05a04d768c4163219955715e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:45:08.652491+00:00", + "ended_at": "2026-05-04T09:45:40.268342+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_9f862f0b42814c7c", + "problem_id": "v2p_m4_c8ce9a5ae9bc1cc6", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=smoker.", + "bindings": { + "group_col": "smoker", + "predicate_col": "smoker", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_9f862f0b42814c7c.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9f862f0b42814c7c", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 21766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1662, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31588.49, + "sql_execution_elapsed_ms_total": 2.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_9f862f0b42814c7c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cbf6cafacd1294aeb37ef58ea521cb020803346 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:45:40.253544+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 31588.49, "started_at": "2026-05-04T09:45:08.654344+00:00", "ended_at": "2026-05-04T09:45:40.243077+00:00", "prompt_metrics": {"chars": 5484, "bytes_utf8": 5484, "lines": 182, "estimated_tokens": 1563}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21651, "cached_input_tokens": 20864, "output_tokens": 115}, "stderr_preview": "2026-05-04T09:45:08.914844Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:45:13.939524Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: \"https://chatgpt.com/backend-api/wham/apps\", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: \"unexpected EOF during handshake\" }) }))\n2026-05-04T09:45:13.939936Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T09:45:13.955004Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses\n2026-05-04T09:45:13.959439Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"smoker\\\" = 'no'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with bound roles group_col=\\\"smoker\\\" and predicate_col=\\\"smoker\\\". Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c0bfdc3d022b3266cedcb478e682aeb67c16a712 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_9f862f0b42814c7c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_9f862f0b42814c7c", + "api_calls": 0, + "input_tokens": 21651, + "cached_input_tokens": 20864, + "output_tokens": 115, + "total_tokens": 21766, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1563, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1662, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31588.49, + "sql_execution_elapsed_ms_total": 2.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_9f862f0b42814c7c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67427542582350d071f308afd58fe379d8125914 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5434, "bytes_utf8": 5434, "lines": 180, "estimated_tokens": 1555}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21643, "cached_input_tokens": 19840, "output_tokens": 140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..888b4a84f8664e2be6fee407a8d3347e7f5f0324 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a006bed7e401a431", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 21783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12217.97, + "sql_execution_elapsed_ms_total": 2.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_a006bed7e401a431\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b708c6781cd4205b84204b8ae948e4f5b82d54b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:22:15.112605+00:00", + "ended_at": "2026-05-04T09:22:27.331149+00:00", + "elapsed_ms": 12217.97, + "prompt_metrics": { + "chars": 5434, + "bytes_utf8": 5434, + "lines": 180, + "estimated_tokens": 1555 + }, + "stdout_metrics": { + "chars": 733, + "bytes_utf8": 733, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13237 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 400, + "bytes_utf8": 400, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 21643, + "cached_input_tokens": 19840, + "output_tokens": 140 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f3458fc834084a13d747de575bfe771ab89c010 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..42422155cd4d341e9b523b880809dd5cc9c70906 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-9e52-7951-8e70-d1dd7e489bc8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"region\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"region\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21643,"cached_input_tokens":19840,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e26857be3747aa99264676b769ac1160c88f653e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"region\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"region\"\nHAVING COUNT(*) > 5\nORDER BY \"region\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"region\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL for numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0a2da1ff420bf13eef4744c22abe5b57afbb50f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:15.306636Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:17.727464Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:26.619188Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..612b9d7e4063d21c025c2ba2401ebd8d135d7771 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "northeast", "avg_measure": 39.243161094224924, "support": 658}, {"region": "northwest", "avg_measure": 39.08132530120482, "support": 664}, {"region": "southeast", "avg_measure": 38.762402088772845, "support": 766}, {"region": "southwest", "avg_measure": 39.39766081871345, "support": 684}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..022012f7ba6490488f533d509eb7f1c88922d7a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_a006bed7e401a431 +-- problem_id: v2p_m4_d4596737c72efc1d +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "region" +HAVING COUNT(*) > 5 +ORDER BY "region"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c63ff271cec220756b1354141dff2445ff65946 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"region\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"region\"\nHAVING COUNT(*) > 5\nORDER BY \"region\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"region\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"region\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"region\\\";\", \"columns\": [\"region\", \"avg_measure\", \"support\"], \"rows\": [{\"region\": \"northeast\", \"avg_measure\": 39.243161094224924, \"support\": 658}, {\"region\": \"northwest\", \"avg_measure\": 39.08132530120482, \"support\": 664}, {\"region\": \"southeast\", \"avg_measure\": 38.762402088772845, \"support\": 766}, {\"region\": \"southwest\", \"avg_measure\": 39.39766081871345, \"support\": 684}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..46071662ca8ff0b5fc393f06a4b37399563194dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:22:15.110534+00:00", + "ended_at": "2026-05-04T09:22:27.359654+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a006bed7e401a431", + "problem_id": "v2p_m4_d4596737c72efc1d", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_a006bed7e401a431.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a006bed7e401a431", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 21783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12217.97, + "sql_execution_elapsed_ms_total": 2.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_a006bed7e401a431\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6117cf8ca50e9f55145744334e206b6429f6f19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:27.349535+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12217.97, "started_at": "2026-05-04T09:22:15.112605+00:00", "ended_at": "2026-05-04T09:22:27.331149+00:00", "prompt_metrics": {"chars": 5434, "bytes_utf8": 5434, "lines": 180, "estimated_tokens": 1555}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21643, "cached_input_tokens": 19840, "output_tokens": 140}, "stderr_preview": "2026-05-04T09:22:15.306636Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:17.727464Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"region\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"region\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for numeric averaging in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eaebe1a5e1d92f3d8dc9cf540e255b868faa5c61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a006bed7e401a431/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a006bed7e401a431", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 21783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1660, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12217.97, + "sql_execution_elapsed_ms_total": 2.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_a006bed7e401a431\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..549c92f575d21013972348dbb953455b33ee8e5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5608, "bytes_utf8": 5608, "lines": 183, "estimated_tokens": 1618}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 21708, "cached_input_tokens": 20864, "output_tokens": 224}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aa3adecf20b1cbc2b043d172a8651aacc124c4d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a1a784c5b74bfd34", + "api_calls": 0, + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 224, + "total_tokens": 21932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 132, + "estimated_total_tokens": 1750, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14273.59, + "sql_execution_elapsed_ms_total": 3.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_a1a784c5b74bfd34\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..764f13da2d4ec6f349866dd84d035753085a26b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:25:49.102017+00:00", + "ended_at": "2026-05-04T09:26:03.375624+00:00", + "elapsed_ms": 14273.59, + "prompt_metrics": { + "chars": 5608, + "bytes_utf8": 5608, + "lines": 183, + "estimated_tokens": 1618 + }, + "stdout_metrics": { + "chars": 828, + "bytes_utf8": 828, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 499, + "bytes_utf8": 499, + "lines": 1, + "estimated_tokens": 132 + }, + "usage": { + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 224 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01bbae95867bdacd9a0a27cfa7f889d3a497fef3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,183 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, group_col_2=smoker, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "11090.7178", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..037d11d1c03ca6bd0e45eee6686075873ca793fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-e226-7bc3-8444-d3e8adac495e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '11090.7178' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=children, group_col_2=smoker, and target_col=charges. Since \\\"charges\\\" is stored as TEXT in the schema snapshot, the bound target value is compared as a quoted literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21708,"cached_input_tokens":20864,"output_tokens":224}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b98770dba888f55de8e0b5a9c5e36be53420afc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"smoker\",\n AVG(CASE WHEN \"charges\" = '11090.7178' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=children, group_col_2=smoker, and target_col=charges. Since \"charges\" is stored as TEXT in the schema snapshot, the bound target value is compared as a quoted literal."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63eb35408e4114ff2b8594451819925f5f3fc3e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:49.384601Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:51.892040Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:02.626695Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..72494aa0bb199120592599b621fbfdf99960d7f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, group_col_2=smoker, target_col=charges. +Result preview: [{"children": "0", "smoker": "no", "target_rate": 0.004201680672268907}, {"children": "0", "smoker": "yes", "target_rate": 0.0}, {"children": "1", "smoker": "no", "target_rate": 0.0}, {"children": "1", "smoker": "yes", "target_rate": 0.0}, {"children": "2", "smoker": "no", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6463376f280d823b369d0b5decfe72405f9f48a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_a1a784c5b74bfd34 +-- problem_id: v2p_m4_d0fec27673b9029c +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "smoker", + AVG(CASE WHEN "charges" = '11090.7178' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ed99ec34536684f159531d85c720dcfc9ccffa0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"smoker\",\n AVG(CASE WHEN \"charges\" = '11090.7178' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '11090.7178' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"children\", \"smoker\", \"target_rate\"], \"rows\": [{\"children\": \"0\", \"smoker\": \"no\", \"target_rate\": 0.004201680672268907}, {\"children\": \"0\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"1\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"1\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"2\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"2\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"3\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"3\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"4\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"4\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"children\": \"5\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"children\": \"5\", \"smoker\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0e349351ecc94c265598f437b9fc80614643c649 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:25:49.099198+00:00", + "ended_at": "2026-05-04T09:26:03.403972+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a1a784c5b74bfd34", + "problem_id": "v2p_m4_d0fec27673b9029c", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, group_col_2=smoker, target_col=charges.", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "11090.7178", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_a1a784c5b74bfd34.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a1a784c5b74bfd34", + "api_calls": 0, + "input_tokens": 21708, + "cached_input_tokens": 20864, + "output_tokens": 224, + "total_tokens": 21932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1618, + "estimated_output_tokens": 132, + "estimated_total_tokens": 1750, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14273.59, + "sql_execution_elapsed_ms_total": 3.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_a1a784c5b74bfd34\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4947354bc080b07b05419efc5a8cb8ffae4493e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a1a784c5b74bfd34/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:26:03.392971+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14273.59, "started_at": "2026-05-04T09:25:49.102017+00:00", "ended_at": "2026-05-04T09:26:03.375624+00:00", "prompt_metrics": {"chars": 5608, "bytes_utf8": 5608, "lines": 183, "estimated_tokens": 1618}, "response_metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 21708, "cached_input_tokens": 20864, "output_tokens": 224}, "stderr_preview": "2026-05-04T09:25:49.384601Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:51.892040Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=children.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "smoker", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d041c1a4644475f8f52cbd521b01fb6ad5b56065 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-8682-7d70-a075-e496acbe682e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"smoker\\\",\\n SUM(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT \\\"smoker\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with group_col=\\\"smoker\\\", condition_col=\\\"children\\\", positive_value='0', and negative_value='1'. Comparisons use string literals because the SQLite schema stores these columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21812,"cached_input_tokens":20864,"output_tokens":209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9cdd36deed78bd756c554c1bf7292d7d4b9e677 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"smoker\",\n SUM(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"smoker\"\n)\nSELECT \"smoker\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with group_col=\"smoker\", condition_col=\"children\", positive_value='0', and negative_value='1'. Comparisons use string literals because the SQLite schema stores these columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39b0004a7aba34f0a3d6c47543a6aa9b866f50bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:10.115393Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:12.451855Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:21.581571Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c10994a746eb69aa272658d7334036572f10311 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=children. +Result preview: [{"smoker": "yes", "condition_ratio": 1.828125}, {"smoker": "no", "condition_ratio": 1.75}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..39d88dbd809c0d3e6deeaf32da0f3e5bf26c9274 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_a28a1d3f6b81ce21 +-- problem_id: v2p_m4_af9e046c98beaaa1 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "smoker", + SUM(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "smoker" +) +SELECT "smoker", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5aeb5639eda87172771ea26f214d3659958b7a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"smoker\",\n SUM(CASE WHEN \"children\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"children\" = '1' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"smoker\"\n)\nSELECT \"smoker\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"smoker\\\",\\n SUM(CASE WHEN \\\"children\\\" = '0' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"children\\\" = '1' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT \\\"smoker\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"smoker\", \"condition_ratio\"], \"rows\": [{\"smoker\": \"yes\", \"condition_ratio\": 1.828125}, {\"smoker\": \"no\", \"condition_ratio\": 1.75}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ac9aee075a60314afff2ab2d7d92a9a4633bfae6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:34:09.894388+00:00", + "ended_at": "2026-05-04T09:34:22.270999+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a28a1d3f6b81ce21", + "problem_id": "v2p_m4_af9e046c98beaaa1", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=children.", + "bindings": { + "group_col": "smoker", + "condition_col": "children", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_a28a1d3f6b81ce21.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a28a1d3f6b81ce21", + "api_calls": 0, + "input_tokens": 21812, + "cached_input_tokens": 20864, + "output_tokens": 209, + "total_tokens": 22021, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 179, + "estimated_total_tokens": 1901, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12333.07, + "sql_execution_elapsed_ms_total": 5.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_a28a1d3f6b81ce21\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65bcac6ea7f3832d2843f862ba99f05de9a2e6af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a28a1d3f6b81ce21/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:22.253434+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12333.07, "started_at": "2026-05-04T09:34:09.897107+00:00", "ended_at": "2026-05-04T09:34:22.230044+00:00", "prompt_metrics": {"chars": 6105, "bytes_utf8": 6105, "lines": 183, "estimated_tokens": 1722}, "response_metrics": {"chars": 712, "bytes_utf8": 712, "lines": 1, "estimated_tokens": 179}, "usage": {"input_tokens": 21812, "cached_input_tokens": 20864, "output_tokens": 209}, "stderr_preview": "2026-05-04T09:34:10.115393Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:12.451855Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=region, measure_col=children.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "measure_col": "children", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbecc92119f413e7df5d5d9607f3a8118d700c14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-8d46-7391-a2d9-0fa96bf47a98"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"region\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Two-Dimensional Group Average template with group_col=\\\"sex\\\", group_col_2=\\\"region\\\", and measure_col=\\\"children\\\". Cast \\\"children\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21656,"cached_input_tokens":20864,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..954e38c5a093666ee0ec898ef34f4bbbc5921e5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"region\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY avg_measure DESC;","notes":"Used the required Two-Dimensional Group Average template with group_col=\"sex\", group_col_2=\"region\", and measure_col=\"children\". Cast \"children\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfee9ed0d2010123e56707ca992365ac82152a97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:44.185526Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:46.703809Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:54.203010Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae53b613d693a5a10cf43366f90bb4bdcac97d67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=region, measure_col=children. +Result preview: [{"sex": "male", "region": "southwest", "avg_measure": 1.186046511627907}, {"sex": "male", "region": "northwest", "avg_measure": 1.1717791411042944}, {"sex": "female", "region": "northwest", "avg_measure": 1.1597633136094674}, {"sex": "female", "region": "southwest", "avg_measure": 1.1235294117647059}, {"sex": "male", "region": "northeast", "avg_measure": 1.095808383233533}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a87b851a9970419c7d3bf60f42be789717d8259 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_a2bce27e7cc89825 +-- problem_id: v2p_m4_abcc7d5abaa5de73 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c7e49592b42a64c5ab21cc5691102a6b042bd31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"region\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"region\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"region\", \"avg_measure\"], \"rows\": [{\"sex\": \"male\", \"region\": \"southwest\", \"avg_measure\": 1.186046511627907}, {\"sex\": \"male\", \"region\": \"northwest\", \"avg_measure\": 1.1717791411042944}, {\"sex\": \"female\", \"region\": \"northwest\", \"avg_measure\": 1.1597633136094674}, {\"sex\": \"female\", \"region\": \"southwest\", \"avg_measure\": 1.1235294117647059}, {\"sex\": \"male\", \"region\": \"northeast\", \"avg_measure\": 1.095808383233533}, {\"sex\": \"male\", \"region\": \"southeast\", \"avg_measure\": 1.044776119402985}, {\"sex\": \"female\", \"region\": \"southeast\", \"avg_measure\": 1.0384615384615385}, {\"sex\": \"female\", \"region\": \"northeast\", \"avg_measure\": 1.0061728395061729}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1762ef7b33eb413852428de045311b46bfc31aea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:28:43.949496+00:00", + "ended_at": "2026-05-04T09:28:55.102026+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a2bce27e7cc89825", + "problem_id": "v2p_m4_abcc7d5abaa5de73", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=region, measure_col=children.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "measure_col": "children", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_a2bce27e7cc89825.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a2bce27e7cc89825", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 20864, + "output_tokens": 149, + "total_tokens": 21805, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 104, + "estimated_total_tokens": 1670, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11119.8, + "sql_execution_elapsed_ms_total": 3.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_a2bce27e7cc89825\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e0b308947a69efe76e786b43c9cf8311be71b5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a2bce27e7cc89825/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:55.090792+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11119.8, "started_at": "2026-05-04T09:28:43.951932+00:00", "ended_at": "2026-05-04T09:28:55.071538+00:00", "prompt_metrics": {"chars": 5465, "bytes_utf8": 5465, "lines": 182, "estimated_tokens": 1566}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 21656, "cached_input_tokens": 20864, "output_tokens": 149}, "stderr_preview": "2026-05-04T09:28:44.185526Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:46.703809Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=smoker.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "smoker", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f42b4bc814df7317b115f8e23859000cb9e04fc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-18df-72e2-ac59-0555fdec793d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the planned template with group_col=\\\"children\\\" and condition_col=\\\"smoker\\\", computing the within-group proportion of smoker='yes' for each children group in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21665,"cached_input_tokens":20864,"output_tokens":135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35e1fc59c39089333c0ae57debc72adffc3c1d7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;","notes":"Used the planned template with group_col=\"children\" and condition_col=\"smoker\", computing the within-group proportion of smoker='yes' for each children group in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0239924739d939afe6984fcf1b5862d81c33dfa4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:36.504823Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:38.868353Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:47.005945Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1173c4c9bd7da312cb9c3f2e6c7f336f8e18ff1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=smoker. +Result preview: [{"children": "3", "condition_rate": 0.24691358024691357}, {"children": "2", "condition_rate": 0.22983870967741934}, {"children": "0", "condition_rate": 0.1973018549747049}, {"children": "1", "condition_rate": 0.19047619047619047}, {"children": "4", "condition_rate": 0.11538461538461539}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a9977e77a683cd3bd9a787f5ae681ed4abe88d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_a758e2b1743df187 +-- problem_id: v2p_m4_8f32f3c1e5cbc0e6 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "smoker" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c136667139e5e7f7c58bc2c7eccbc3234eb25831 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"smoker\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'yes' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"3\", \"condition_rate\": 0.24691358024691357}, {\"children\": \"2\", \"condition_rate\": 0.22983870967741934}, {\"children\": \"0\", \"condition_rate\": 0.1973018549747049}, {\"children\": \"1\", \"condition_rate\": 0.19047619047619047}, {\"children\": \"4\", \"condition_rate\": 0.11538461538461539}, {\"children\": \"5\", \"condition_rate\": 0.047619047619047616}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..92e14fbf87e97a2cafbe679ef3d5ed647a436b70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:32:36.288120+00:00", + "ended_at": "2026-05-04T09:32:48.191115+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_a758e2b1743df187", + "problem_id": "v2p_m4_8f32f3c1e5cbc0e6", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=smoker.", + "bindings": { + "group_col": "children", + "condition_col": "smoker", + "condition_value": "yes", + "positive_value": "no", + "negative_value": "yes", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_a758e2b1743df187.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_a758e2b1743df187", + "api_calls": 0, + "input_tokens": 21665, + "cached_input_tokens": 20864, + "output_tokens": 135, + "total_tokens": 21800, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1575, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11868.73, + "sql_execution_elapsed_ms_total": 2.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_a758e2b1743df187\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f3f3d7ba8ff09794c98a25b53b2451ab0ec35d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_a758e2b1743df187/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:48.181335+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11868.73, "started_at": "2026-05-04T09:32:36.290651+00:00", "ended_at": "2026-05-04T09:32:48.159717+00:00", "prompt_metrics": {"chars": 5547, "bytes_utf8": 5547, "lines": 183, "estimated_tokens": 1575}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21665, "cached_input_tokens": 20864, "output_tokens": 135}, "stderr_preview": "2026-05-04T09:32:36.504823Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:38.868353Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..089f9843c2c5fa9fb2c05fa1527cac3cbfed4767 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25f-fa14-7701-a9e5-23f38495bfde"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"children\\\" AS REAL) >= 2.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"children\\\" and a numeric cast in the filter because the SQLite schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21649,"cached_input_tokens":20864,"output_tokens":204}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..857e3aa120f186e41e15a7f3a57c440af723962d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"children\" AS REAL) >= 2.0\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 17;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"children\" and a numeric cast in the filter because the SQLite schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61b9217b124eceed089c1d9df112a77aa9c2ed3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:44:29.543498Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:44:34.041809Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:44:44.381731Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..036b030c087338afee765a846d7e97c3c1753e85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children. +Result preview: [{"children": "2", "support": 496}, {"children": "3", "support": 324}, {"children": "4", "support": 52}, {"children": "5", "support": 42}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a26640522d2e09d67feb15b71ba46ea8313f371 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_ab9c30f9443ea46f +-- problem_id: v2p_m4_ce1356ae5fa19330 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("children" AS REAL) >= 2.0 +GROUP BY "children" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e9533181f2a424369775e617cf41f213e8d02d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"children\" AS REAL) >= 2.0\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"children\\\" AS REAL) >= 2.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"2\", \"support\": 496}, {\"children\": \"3\", \"support\": 324}, {\"children\": \"4\", \"support\": 52}, {\"children\": \"5\", \"support\": 42}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c35cceb25111a26c7d16d768e2d08778f83eb43b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:44:29.310821+00:00", + "ended_at": "2026-05-04T09:44:47.482979+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_ab9c30f9443ea46f", + "problem_id": "v2p_m4_ce1356ae5fa19330", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "children", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_ab9c30f9443ea46f.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ab9c30f9443ea46f", + "api_calls": 0, + "input_tokens": 21649, + "cached_input_tokens": 20864, + "output_tokens": 204, + "total_tokens": 21853, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1561, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18139.26, + "sql_execution_elapsed_ms_total": 1.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_ab9c30f9443ea46f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e1724cdf410f04ee01d7cec5a5c82e30b1a232e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:44:47.471230+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18139.26, "started_at": "2026-05-04T09:44:29.313018+00:00", "ended_at": "2026-05-04T09:44:47.452389+00:00", "prompt_metrics": {"chars": 5491, "bytes_utf8": 5491, "lines": 182, "estimated_tokens": 1561}, "response_metrics": {"chars": 396, "bytes_utf8": 396, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21649, "cached_input_tokens": 20864, "output_tokens": 204}, "stderr_preview": "2026-05-04T09:44:29.543498Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:44:34.041809Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 2.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"children\\\" and a numeric cast in the filter because the SQLite schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff23a98434ef840471a48999f790357fa07ffeb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ab9c30f9443ea46f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ab9c30f9443ea46f", + "api_calls": 0, + "input_tokens": 21649, + "cached_input_tokens": 20864, + "output_tokens": 204, + "total_tokens": 21853, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1561, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1657, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18139.26, + "sql_execution_elapsed_ms_total": 1.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_ab9c30f9443ea46f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5598c47c38f5430b1caecaa6c9201138807df341 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5808, "bytes_utf8": 5808, "lines": 185, "estimated_tokens": 1628}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1143, "bytes_utf8": 1143, "lines": 1, "estimated_tokens": 331}, "usage": {"input_tokens": 21718, "cached_input_tokens": 20864, "output_tokens": 853}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1359dc3d28b1c6fb98d1677762df59faf04731cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ad663d5b85653231", + "api_calls": 0, + "input_tokens": 21718, + "cached_input_tokens": 20864, + "output_tokens": 853, + "total_tokens": 22571, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1628, + "estimated_output_tokens": 331, + "estimated_total_tokens": 1959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25315.65, + "sql_execution_elapsed_ms_total": 5.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_ad663d5b85653231\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..408fca4cafb40d2ceff6308d3023c74d62ad89cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:40:38.868527+00:00", + "ended_at": "2026-05-04T09:41:04.183788+00:00", + "elapsed_ms": 25315.65, + "prompt_metrics": { + "chars": 5808, + "bytes_utf8": 5808, + "lines": 185, + "estimated_tokens": 1628 + }, + "stdout_metrics": { + "chars": 1592, + "bytes_utf8": 1592, + "lines": 4, + "estimated_tokens": 520 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13187 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1143, + "bytes_utf8": 1143, + "lines": 1, + "estimated_tokens": 331 + }, + "usage": { + "input_tokens": 21718, + "cached_input_tokens": 20864, + "output_tokens": 853 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f00efe21bc02420ccba59afb1e0977249643be29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,185 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=bmi, condition_col=region.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26ae6c9b400e3162bc4a7e7dd1c12ccc40f8fb4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25c-75eb-7ef2-a78d-79bd27c4d47c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" = 'southeast'\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n MIN(\\\"bmi_value\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= 0.9 * \\\"cnt\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT\\n g.\\\"region\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"region\\\"\\n FROM \\\"m4\\\"\\n) AS g\\nLEFT JOIN \\\"picked\\\" AS p\\n ON g.\\\"region\\\" = p.\\\"region\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile approximation on CAST(\\\"bmi\\\" AS REAL). Because group_col and condition_col are both \\\"region\\\" with condition_value 'southeast', only the southeast group will have a non-NULL conditional percentile; other regions remain NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21718,"cached_input_tokens":20864,"output_tokens":853}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0751751aa5c593ff22dfa43fbbff892dc4df62c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" = 'southeast'\n AND \"bmi\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"region\",\n MIN(\"bmi_value\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= 0.9 * \"cnt\"\n GROUP BY \"region\"\n)\nSELECT\n g.\"region\",\n p.\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"region\"\n FROM \"m4\"\n) AS g\nLEFT JOIN \"picked\" AS p\n ON g.\"region\" = p.\"region\"\nORDER BY p.\"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile approximation on CAST(\"bmi\" AS REAL). Because group_col and condition_col are both \"region\" with condition_value 'southeast', only the southeast group will have a non-NULL conditional percentile; other regions remain NULL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bf7724185d85a5dedd73b5a333acb335ecf66cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:40:39.071163Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:40:41.408243Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:41:03.386203Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..98d89252ca82f7b221f05ceec5f0a9848aca632c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=bmi, condition_col=region. +Result preview: [{"region": "southeast", "conditional_percentile": 41.91}, {"region": "southwest", "conditional_percentile": null}, {"region": "northwest", "conditional_percentile": null}, {"region": "northeast", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..715234998ff75346e726b9b4bf75adfc15119b15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_ad663d5b85653231 +-- problem_id: v2p_m4_2530cc9a983970e9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "region", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "region" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "region" + ) AS "cnt" + FROM "m4" + WHERE "region" = 'southeast' + AND "bmi" IS NOT NULL +), +"picked" AS ( + SELECT + "region", + MIN("bmi_value") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" >= 0.9 * "cnt" + GROUP BY "region" +) +SELECT + g."region", + p."conditional_percentile" +FROM ( + SELECT DISTINCT "region" + FROM "m4" +) AS g +LEFT JOIN "picked" AS p + ON g."region" = p."region" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2dfb6a57e838df11d1cdbb162b3cf9a6f88b420 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" = 'southeast'\n AND \"bmi\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"region\",\n MIN(\"bmi_value\") AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" >= 0.9 * \"cnt\"\n GROUP BY \"region\"\n)\nSELECT\n g.\"region\",\n p.\"conditional_percentile\"\nFROM (\n SELECT DISTINCT \"region\"\n FROM \"m4\"\n) AS g\nLEFT JOIN \"picked\" AS p\n ON g.\"region\" = p.\"region\"\nORDER BY p.\"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" = 'southeast'\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n MIN(\\\"bmi_value\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= 0.9 * \\\"cnt\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT\\n g.\\\"region\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"region\\\"\\n FROM \\\"m4\\\"\\n) AS g\\nLEFT JOIN \\\"picked\\\" AS p\\n ON g.\\\"region\\\" = p.\\\"region\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\", \"columns\": [\"region\", \"conditional_percentile\"], \"rows\": [{\"region\": \"southeast\", \"conditional_percentile\": 41.91}, {\"region\": \"southwest\", \"conditional_percentile\": null}, {\"region\": \"northwest\", \"conditional_percentile\": null}, {\"region\": \"northeast\", \"conditional_percentile\": null}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5817aea0cc0930a2042d4fcd1075afdc00a859b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:40:38.866359+00:00", + "ended_at": "2026-05-04T09:41:04.220332+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_ad663d5b85653231", + "problem_id": "v2p_m4_2530cc9a983970e9", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=region, measure_col=bmi, condition_col=region.", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_ad663d5b85653231.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ad663d5b85653231", + "api_calls": 0, + "input_tokens": 21718, + "cached_input_tokens": 20864, + "output_tokens": 853, + "total_tokens": 22571, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1628, + "estimated_output_tokens": 331, + "estimated_total_tokens": 1959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25315.65, + "sql_execution_elapsed_ms_total": 5.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_ad663d5b85653231\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07adb37244bc9b392e5bdf35698b56868cd40bce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:41:04.204740+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25315.65, "started_at": "2026-05-04T09:40:38.868527+00:00", "ended_at": "2026-05-04T09:41:04.183788+00:00", "prompt_metrics": {"chars": 5808, "bytes_utf8": 5808, "lines": 185, "estimated_tokens": 1628}, "response_metrics": {"chars": 1143, "bytes_utf8": 1143, "lines": 1, "estimated_tokens": 331}, "usage": {"input_tokens": 21718, "cached_input_tokens": 20864, "output_tokens": 853}, "stderr_preview": "2026-05-04T09:40:39.071163Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:40:41.408243Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9 * \\\"cnt\\\"\\n GROUP BY \\\"region\\\"\\n)\\nSELECT\\n g.\\\"region\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (\\n SELECT DISTINCT \\\"region\\\"\\n FROM \\\"m4\\\"\\n) AS g\\nLEFT JOIN \\\"picked\\\" AS p\\n ON g.\\\"region\\\" = p.\\\"region\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank style 90th percentile approximation on CAST(\\\"bmi\\\" AS REAL). Because group_col and condition_col are both "} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e923d1809d28ec583f73c06542c86f5c10dedb0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ad663d5b85653231/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ad663d5b85653231", + "api_calls": 0, + "input_tokens": 21718, + "cached_input_tokens": 20864, + "output_tokens": 853, + "total_tokens": 22571, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1628, + "estimated_output_tokens": 331, + "estimated_total_tokens": 1959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25315.65, + "sql_execution_elapsed_ms_total": 5.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_ad663d5b85653231\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5477800563cb940411b00c96e8e2cecead2db9e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5305, "bytes_utf8": 5305, "lines": 180, "estimated_tokens": 1512}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21602, "cached_input_tokens": 19840, "output_tokens": 160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c085a30f389cd4d3f7bad261f4e49d77eaeda632 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_adccbe77e5460ce6", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 19840, + "output_tokens": 160, + "total_tokens": 21762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1608, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11195.98, + "sql_execution_elapsed_ms_total": 3.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_adccbe77e5460ce6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4128302ae494635c93e2ca86c861b2aff3e0b6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:18:46.245745+00:00", + "ended_at": "2026-05-04T09:18:57.441707+00:00", + "elapsed_ms": 11195.98, + "prompt_metrics": { + "chars": 5305, + "bytes_utf8": 5305, + "lines": 180, + "estimated_tokens": 1512 + }, + "stdout_metrics": { + "chars": 709, + "bytes_utf8": 709, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 381, + "bytes_utf8": 381, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 21602, + "cached_input_tokens": 19840, + "output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..009fa2cea0aba657ffc6da3c065fffee5faff348 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8d437987cbe7f49a15805d05e84ac4902a4d112 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-6e65-7943-a9e9-582dc161d8c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"children\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" to REAL for SQLite-safe numeric averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21602,"cached_input_tokens":19840,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..323e076b86c685a13e5abf8129281acc052d416e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"children\" and measure_col=\"bmi\". Cast \"bmi\" to REAL for SQLite-safe numeric averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73f63327a3e71b2ba506fb4e0f9c34b4cb433597 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:46.431051Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:48.781356Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:56.502266Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f643dcfadc76a810dfcf6cda75e98deda04621c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "4", "avg_measure": 31.314615384615383}, {"children": "2", "avg_measure": 31.035806451612903}, {"children": "1", "avg_measure": 30.705744047619046}, {"children": "0", "avg_measure": 30.628507588532887}, {"children": "3", "avg_measure": 30.580000000000002}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b89479a6c7fa832b2415cedbbdded8b7aa833aec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_adccbe77e5460ce6 +-- problem_id: v2p_m4_bf3e667d6a083065 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..462a946bf50812b7c892a59d4ab4fa9b4f873096 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"avg_measure\"], \"rows\": [{\"children\": \"4\", \"avg_measure\": 31.314615384615383}, {\"children\": \"2\", \"avg_measure\": 31.035806451612903}, {\"children\": \"1\", \"avg_measure\": 30.705744047619046}, {\"children\": \"0\", \"avg_measure\": 30.628507588532887}, {\"children\": \"3\", \"avg_measure\": 30.580000000000002}, {\"children\": \"5\", \"avg_measure\": 28.915000000000003}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..af2ebf4be9c3795881625da40aeb4b4915627220 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:18:46.243691+00:00", + "ended_at": "2026-05-04T09:18:57.474731+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_adccbe77e5460ce6", + "problem_id": "v2p_m4_bf3e667d6a083065", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_adccbe77e5460ce6.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_adccbe77e5460ce6", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 19840, + "output_tokens": 160, + "total_tokens": 21762, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 96, + "estimated_total_tokens": 1608, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11195.98, + "sql_execution_elapsed_ms_total": 3.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_adccbe77e5460ce6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..187eeebcb63a859a76af9074332a9bbbbb7cdb87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_adccbe77e5460ce6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:57.464316+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11195.98, "started_at": "2026-05-04T09:18:46.245745+00:00", "ended_at": "2026-05-04T09:18:57.441707+00:00", "prompt_metrics": {"chars": 5305, "bytes_utf8": 5305, "lines": 180, "estimated_tokens": 1512}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 21602, "cached_input_tokens": 19840, "output_tokens": 160}, "stderr_preview": "2026-05-04T09:18:46.431051Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:48.781356Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=children.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "children", + "band_col": "children", + "band_cut_1": 0.0, + "band_cut_2": 1.0, + "lower_bound": 0.0, + "upper_bound": 1.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d7388b76c164743e937a3a0721e09ad0e4d2791 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25e-a4a3-7fc3-8255-39435234c209"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"children\\\" AS REAL) < 0.0 THEN 'low'\\n WHEN CAST(\\\"children\\\" AS REAL) < 1.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned template with \\\"children\\\" as both the banding column and measure column, casting from TEXT to REAL for SQLite-compatible numeric comparison and averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21740,"cached_input_tokens":19840,"output_tokens":228}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a76302d929835dcc9ad612c935815a66a24f97f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"children\" AS REAL) < 0.0 THEN 'low'\n WHEN CAST(\"children\" AS REAL) < 1.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Applied the planned template with \"children\" as both the banding column and measure column, casting from TEXT to REAL for SQLite-compatible numeric comparison and averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2d05c15b2ecea5ffdee7b5dcee112ee76201467 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:43:02.116658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:43:04.566028Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:43:14.884825Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..099908d98f9a0a12cfa65bb5e6ef35c46177fdcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=children. +Result preview: [{"band_bucket": "high", "avg_measure": 1.9255989911727616}, {"band_bucket": "mid", "avg_measure": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..303bef23a0180232594bbc41bf1d92b8a8143b4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_af09e4e093b7ed8b +-- problem_id: v2p_m4_38156175bb0be9dd +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("children" AS REAL) < 0.0 THEN 'low' + WHEN CAST("children" AS REAL) < 1.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fd448f8e0f6e26bc16d940b64781216b4b8d96e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"children\" AS REAL) < 0.0 THEN 'low'\n WHEN CAST(\"children\" AS REAL) < 1.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"children\\\" AS REAL) < 0.0 THEN 'low'\\n WHEN CAST(\\\"children\\\" AS REAL) < 1.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 1.9255989911727616}, {\"band_bucket\": \"mid\", \"avg_measure\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64fa2d930f657843e554e964abb47055b488153a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:43:01.920899+00:00", + "ended_at": "2026-05-04T09:43:16.573931+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_af09e4e093b7ed8b", + "problem_id": "v2p_m4_38156175bb0be9dd", + "dataset_id": "m4", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=children.", + "bindings": { + "measure_col": "children", + "band_col": "children", + "band_cut_1": 0.0, + "band_cut_2": 1.0, + "lower_bound": 0.0, + "upper_bound": 1.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_af09e4e093b7ed8b.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_af09e4e093b7ed8b", + "api_calls": 0, + "input_tokens": 21740, + "cached_input_tokens": 19840, + "output_tokens": 228, + "total_tokens": 21968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1650, + "estimated_output_tokens": 136, + "estimated_total_tokens": 1786, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14622.6, + "sql_execution_elapsed_ms_total": 3.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_af09e4e093b7ed8b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7d3cbd2b0539c1a056d21dcafd3d8825b212cc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_af09e4e093b7ed8b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:43:16.563270+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14622.6, "started_at": "2026-05-04T09:43:01.923430+00:00", "ended_at": "2026-05-04T09:43:16.545108+00:00", "prompt_metrics": {"chars": 5742, "bytes_utf8": 5742, "lines": 184, "estimated_tokens": 1650}, "response_metrics": {"chars": 548, "bytes_utf8": 548, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 21740, "cached_input_tokens": 19840, "output_tokens": 228}, "stderr_preview": "2026-05-04T09:43:02.116658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:43:04.566028Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "10602.385", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc6573306d5bd29da87411af141f96e87e7f9a1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-e458-73b3-8490-19741bc20e1f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"sex\\\", group_col_2=\\\"smoker\\\", and target_col=\\\"charges\\\". Cast \\\"charges\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":290}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a41f474b89d7009925893536b8f503db2f6f6559 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"sex\", group_col_2=\"smoker\", and target_col=\"charges\". Cast \"charges\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6f6ff5d3260364902aab1b33c26e2bbac669846 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:44.336492Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:46.836738Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:59.642712Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b27dfcfd184eb6c367385bc2a66a5aed8733ab69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=smoker, target_col=charges. +Result preview: [{"sex": "male", "smoker": "no", "target_rate": 0.0037243947858473}, {"sex": "female", "smoker": "no", "target_rate": 0.0}, {"sex": "female", "smoker": "yes", "target_rate": 0.0}, {"sex": "male", "smoker": "yes", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a499640fa6814373b833a9fbe4af221a05742a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_afa7cee60c67e919 +-- problem_id: v2p_m4_0905ce4749de5875 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN CAST("charges" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f9ddd27c6ca1f08d296cd5db53cd41623cecc52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"smoker\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"sex\", \"smoker\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"smoker\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"smoker\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"sex\", \"smoker\", \"target_rate\"], \"rows\": [{\"sex\": \"male\", \"smoker\": \"no\", \"target_rate\": 0.0037243947858473}, {\"sex\": \"female\", \"smoker\": \"no\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"smoker\": \"yes\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"smoker\": \"yes\", \"target_rate\": 0.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..076eb83191f56a93cdabf8fd01ddebb53886ad62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:24:44.093991+00:00", + "ended_at": "2026-05-04T09:25:00.332675+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_afa7cee60c67e919", + "problem_id": "v2p_m4_0905ce4749de5875", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=sex, group_col_2=smoker, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "smoker", + "target_col": "charges", + "target_value": "10602.385", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_afa7cee60c67e919.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_afa7cee60c67e919", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 290, + "total_tokens": 21996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1616, + "estimated_output_tokens": 129, + "estimated_total_tokens": 1745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16207.27, + "sql_execution_elapsed_ms_total": 3.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_afa7cee60c67e919\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35970d4343eb78525293c8f1778d1f207315a025 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_afa7cee60c67e919/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:00.321786+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16207.27, "started_at": "2026-05-04T09:24:44.096304+00:00", "ended_at": "2026-05-04T09:25:00.303538+00:00", "prompt_metrics": {"chars": 5590, "bytes_utf8": 5590, "lines": 183, "estimated_tokens": 1616}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 290}, "stderr_preview": "2026-05-04T09:24:44.336492Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:46.836738Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f115cf2a244730715c13fbf1ded3e520eaad288 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-b9a1-7f51-aebb-28b958bb29f3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"children\\\" and measure_col bound to \\\"children\\\". CAST to REAL is needed because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21601,"cached_input_tokens":19840,"output_tokens":136}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c36e7f66c4d368cd3eac8200cc1746cd262804af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"children\" and measure_col bound to \"children\". CAST to REAL is needed because the SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a9adc67863832e4bb96cabd573110f764059a1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:11.232384Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:13.560377Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:21.433454Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bcc86a0c1f38ac4faf6da762955a159a8436fb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "5", "avg_measure": 5.0}, {"children": "4", "avg_measure": 4.0}, {"children": "3", "avg_measure": 3.0}, {"children": "2", "avg_measure": 2.0}, {"children": "1", "avg_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a02efd8729e63747b7d441a24b9230135fff92d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_b0a04ea4c16d689e +-- problem_id: v2p_m4_10290f0691a2e5fb +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5469830a2e3413fe4c623b1b3b05af817b3c0169 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"children\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"children\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"avg_measure\"], \"rows\": [{\"children\": \"5\", \"avg_measure\": 5.0}, {\"children\": \"4\", \"avg_measure\": 4.0}, {\"children\": \"3\", \"avg_measure\": 3.0}, {\"children\": \"2\", \"avg_measure\": 2.0}, {\"children\": \"1\", \"avg_measure\": 1.0}, {\"children\": \"0\", \"avg_measure\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5d3fdc83a7ae990b8982d4b984317dbba126441 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:20:11.039598+00:00", + "ended_at": "2026-05-04T09:20:22.231477+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b0a04ea4c16d689e", + "problem_id": "v2p_m4_10290f0691a2e5fb", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_b0a04ea4c16d689e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b0a04ea4c16d689e", + "api_calls": 0, + "input_tokens": 21601, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 21737, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1511, + "estimated_output_tokens": 94, + "estimated_total_tokens": 1605, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11136.43, + "sql_execution_elapsed_ms_total": 3.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_b0a04ea4c16d689e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a008f1c8b36ebeacce207f09f7b11d61e2c31dc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b0a04ea4c16d689e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:22.215402+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11136.43, "started_at": "2026-05-04T09:20:11.041831+00:00", "ended_at": "2026-05-04T09:20:22.178101+00:00", "prompt_metrics": {"chars": 5310, "bytes_utf8": 5310, "lines": 180, "estimated_tokens": 1511}, "response_metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 21601, "cached_input_tokens": 19840, "output_tokens": 136}, "stderr_preview": "2026-05-04T09:20:11.232384Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:13.560377Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c2d0affceb7c34373cad94451efee5a6e51f79e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-163b-7eb1-9290-8df2061ede40"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"smoker\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for SQLite-safe numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21603,"cached_input_tokens":19840,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..392c407f98de6bff88c3d49643e36fe9a74e29aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"smoker\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL for SQLite-safe numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e517a9f901cbdf0ae14eddc5a5bacf356f1fecdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:34.979562Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:37.307729Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:45.646509Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a42e869eccd407b682c8c44823597227f23b3c76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age. +Result preview: [{"smoker": "no", "avg_measure": 39.27536231884058}, {"smoker": "yes", "avg_measure": 38.46099290780142}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0db65b4e4d50cab1e0ce77b8397848b2bd7b7341 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_b1f454c169ccfe4d +-- problem_id: v2p_m4_4fa2dc2ad55ec365 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c1b61f6eedf990fef7d209336cb165498d6b8b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"avg_measure\"], \"rows\": [{\"smoker\": \"no\", \"avg_measure\": 39.27536231884058}, {\"smoker\": \"yes\", \"avg_measure\": 38.46099290780142}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..378898221082791760aa13f4971ffbb674d14d28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:20:34.691153+00:00", + "ended_at": "2026-05-04T09:20:46.378453+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b1f454c169ccfe4d", + "problem_id": "v2p_m4_4fa2dc2ad55ec365", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=age.", + "bindings": { + "group_col": "smoker", + "measure_col": "age", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_b1f454c169ccfe4d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b1f454c169ccfe4d", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 21761, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 91, + "estimated_total_tokens": 1604, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11657.14, + "sql_execution_elapsed_ms_total": 1.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_b1f454c169ccfe4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cbca803347bcbb92ac98df8a499ff177454cfde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b1f454c169ccfe4d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:46.368941+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11657.14, "started_at": "2026-05-04T09:20:34.695201+00:00", "ended_at": "2026-05-04T09:20:46.351975+00:00", "prompt_metrics": {"chars": 5298, "bytes_utf8": 5298, "lines": 180, "estimated_tokens": 1513}, "response_metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 21603, "cached_input_tokens": 19840, "output_tokens": 158}, "stderr_preview": "2026-05-04T09:20:34.979562Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:37.307729Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=charges.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "smoker", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6726f92670690bc34c998b024e35c824c5a0787d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-d5b3-74d3-8dcd-6e200f5a24e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"smoker\\\" and condition_col=\\\"charges\\\", using the bound condition value '10096.97'. Since the schema stores columns as TEXT, the comparison uses a string literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21674,"cached_input_tokens":20864,"output_tokens":172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c4bfbcabd40d1328ce36ce0cf42d91f80f39783 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"smoker\" and condition_col=\"charges\", using the bound condition value '10096.97'. Since the schema stores columns as TEXT, the comparison uses a string literal."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c58fc3b38c271d9030069da75e9d73bbc9bd24d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:13.781344Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:16.322427Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:24.442306Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..146b513d07bea556b5032203c3776882747fc1e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=charges. +Result preview: [{"smoker": "no", "condition_rate": 0.0018115942028985507}, {"smoker": "yes", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..18ace50c34f7f1db01b337c5e951958a2b3fd927 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_b4a6f06bb1b67af8 +-- problem_id: v2p_m4_f7ffecd1f36c8a1b +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "smoker" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..157a741e4f57756003d001d15b7a194e925a6210 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"smoker\", \"condition_rate\"], \"rows\": [{\"smoker\": \"no\", \"condition_rate\": 0.0018115942028985507}, {\"smoker\": \"yes\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c85cf70933a3b4d5c25c64cfd3758cc1012b9a1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:31:13.561973+00:00", + "ended_at": "2026-05-04T09:31:25.210058+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b4a6f06bb1b67af8", + "problem_id": "v2p_m4_f7ffecd1f36c8a1b", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=smoker, condition_col=charges.", + "bindings": { + "group_col": "smoker", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_b4a6f06bb1b67af8.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b4a6f06bb1b67af8", + "api_calls": 0, + "input_tokens": 21674, + "cached_input_tokens": 20864, + "output_tokens": 172, + "total_tokens": 21846, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1584, + "estimated_output_tokens": 117, + "estimated_total_tokens": 1701, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11603.39, + "sql_execution_elapsed_ms_total": 5.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_b4a6f06bb1b67af8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c0fb75af39653b2dbbabb6ce893de6c7356561c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b4a6f06bb1b67af8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:25.188389+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11603.39, "started_at": "2026-05-04T09:31:13.564500+00:00", "ended_at": "2026-05-04T09:31:25.152511+00:00", "prompt_metrics": {"chars": 5569, "bytes_utf8": 5569, "lines": 183, "estimated_tokens": 1584}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 21674, "cached_input_tokens": 20864, "output_tokens": 172}, "stderr_preview": "2026-05-04T09:31:13.781344Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:16.322427Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=children.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "children", + "band_col": "children", + "band_cut_1": 0.0, + "band_cut_2": 1.0, + "lower_bound": 0.0, + "upper_bound": 1.0, + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8d0581c3283789cb063da04945ba75d804da6a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25d-aaf8-7eb0-a34a-33d886eb3f9b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"children\\\" AS REAL) < 0.0 THEN 'low'\\n WHEN CAST(\\\"children\\\" AS REAL) < 1.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned template with \\\"children\\\" as both the banding column and measure column, casting from TEXT to REAL for numeric comparison and averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21740,"cached_input_tokens":20864,"output_tokens":250}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2145d318c5364e219685c201e392529fc0a78901 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"children\" AS REAL) < 0.0 THEN 'low'\n WHEN CAST(\"children\" AS REAL) < 1.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Applied the planned template with \"children\" as both the banding column and measure column, casting from TEXT to REAL for numeric comparison and averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e206c13318d73b43766e9a67992415ba0910586a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:41:58.211374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:42:00.580812Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:42:10.241180Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..099908d98f9a0a12cfa65bb5e6ef35c46177fdcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=children. +Result preview: [{"band_bucket": "high", "avg_measure": 1.9255989911727616}, {"band_bucket": "mid", "avg_measure": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0552b0934a2c305eaf457d404194dcd346ec2768 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_b5b4b8925dfa85ef +-- problem_id: v2p_m4_749a78c9a9f4ee7b +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("children" AS REAL) < 0.0 THEN 'low' + WHEN CAST("children" AS REAL) < 1.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93aa9f0525b06f4881e18606562d6d4c4ef394de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"children\" AS REAL) < 0.0 THEN 'low'\n WHEN CAST(\"children\" AS REAL) < 1.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"children\\\" AS REAL) < 0.0 THEN 'low'\\n WHEN CAST(\\\"children\\\" AS REAL) < 1.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 1.9255989911727616}, {\"band_bucket\": \"mid\", \"avg_measure\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ae2c6e2e0373e4c559a305cea68942bc67aa1d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:41:57.987820+00:00", + "ended_at": "2026-05-04T09:42:10.961745+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b5b4b8925dfa85ef", + "problem_id": "v2p_m4_749a78c9a9f4ee7b", + "dataset_id": "m4", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=children.", + "bindings": { + "measure_col": "children", + "band_col": "children", + "band_cut_1": 0.0, + "band_cut_2": 1.0, + "lower_bound": 0.0, + "upper_bound": 1.0, + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_b5b4b8925dfa85ef.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_b5b4b8925dfa85ef", + "api_calls": 0, + "input_tokens": 21740, + "cached_input_tokens": 20864, + "output_tokens": 250, + "total_tokens": 21990, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1650, + "estimated_output_tokens": 136, + "estimated_total_tokens": 1786, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12941.46, + "sql_execution_elapsed_ms_total": 2.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_b5b4b8925dfa85ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b9d9e9d0cc0a8afb279c224b4fcfbb13bbbaa16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b5b4b8925dfa85ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:42:10.950695+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12941.46, "started_at": "2026-05-04T09:41:57.990020+00:00", "ended_at": "2026-05-04T09:42:10.931476+00:00", "prompt_metrics": {"chars": 5744, "bytes_utf8": 5744, "lines": 184, "estimated_tokens": 1650}, "response_metrics": {"chars": 540, "bytes_utf8": 540, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 21740, "cached_input_tokens": 20864, "output_tokens": 250}, "stderr_preview": "2026-05-04T09:41:58.211374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:42:00.580812Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8aa8995d465ecfb45a5a01040771ce0a0bcf6c98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_b9ffc0f41015c019\n-- problem_id: v2p_m4_61c857649a517ff6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"charges\",\n COUNT(*) AS support,\n AVG(\"bmi\") AS avg_response\nFROM \"m4\"\nGROUP BY \"charges\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_b9ffc0f41015c019\\n-- problem_id: v2p_m4_61c857649a517ff6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"charges\\\",\\n COUNT(*) AS support,\\n AVG(\\\"bmi\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"charges\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"charges\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cd1b32ce7194973066e8108a833343e2539841d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:57:47.706664+00:00", + "ended_at": "2026-05-04T09:57:47.711631+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_b9ffc0f41015c019", + "problem_id": "v2p_m4_61c857649a517ff6", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=bmi, key_col=charges.", + "bindings": { + "key_col": "charges", + "measure_col": "bmi", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_b9ffc0f41015c019.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_b9ffc0f41015c019/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb9421732ea00204da3252226614fa45c0b37982 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5460, "bytes_utf8": 5460, "lines": 182, "estimated_tokens": 1566}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21656, "cached_input_tokens": 19840, "output_tokens": 127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4edfdbfd3d2cb799026ceb12d93abd72ff21061d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ba9da7fe2e00ea92", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 21783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11213.8, + "sql_execution_elapsed_ms_total": 3.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_ba9da7fe2e00ea92\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bcc0bbddc8b2d56e240ab7ee709f85147c5e1248 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:28:08.598432+00:00", + "ended_at": "2026-05-04T09:28:19.810063+00:00", + "elapsed_ms": 11213.8, + "prompt_metrics": { + "chars": 5460, + "bytes_utf8": 5460, + "lines": 182, + "estimated_tokens": 1566 + }, + "stdout_metrics": { + "chars": 761, + "bytes_utf8": 761, + "lines": 4, + "estimated_tokens": 219 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 421, + "bytes_utf8": 421, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 21656, + "cached_input_tokens": 19840, + "output_tokens": 127 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93d8e0847dd092738150675f1640fc7174970b22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b502df79eba8ce3f01645c20299ed7066c1751ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-0326-7f20-8843-50787bff43e2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Two-Dimensional Group Average template with group_col=\\\"sex\\\", group_col_2=\\\"children\\\", and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21656,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..168290d8594a2aa44ffb60d5c8b38a6efc7579d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Two-Dimensional Group Average template with group_col=\"sex\", group_col_2=\"children\", and measure_col=\"age\". Cast \"age\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f00080a388cda165ab9fa894bd04a8e186b2e19a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:08.810007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:11.430034Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:19.061171Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ccc4bd08eac33e5144de2e71b8d3b3ec75a336 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age. +Result preview: [{"sex": "female", "children": "4", "avg_measure": 42.0}, {"sex": "female", "children": "3", "avg_measure": 41.864197530864196}, {"sex": "male", "children": "3", "avg_measure": 40.925925925925924}, {"sex": "female", "children": "2", "avg_measure": 40.057377049180324}, {"sex": "female", "children": "1", "avg_measure": 39.644171779141104}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3ffc5f11a3604737b25d2b833142f72f35c1031 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_ba9da7fe2e00ea92 +-- problem_id: v2p_m4_95d00220c60e72e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b4b5b0f644a1a4a0ac4c7cf5b6bf12f1e1e62e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"children\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"children\": \"4\", \"avg_measure\": 42.0}, {\"sex\": \"female\", \"children\": \"3\", \"avg_measure\": 41.864197530864196}, {\"sex\": \"male\", \"children\": \"3\", \"avg_measure\": 40.925925925925924}, {\"sex\": \"female\", \"children\": \"2\", \"avg_measure\": 40.057377049180324}, {\"sex\": \"female\", \"children\": \"1\", \"avg_measure\": 39.644171779141104}, {\"sex\": \"male\", \"children\": \"1\", \"avg_measure\": 38.97687861271676}, {\"sex\": \"male\", \"children\": \"2\", \"avg_measure\": 38.53968253968254}, {\"sex\": \"female\", \"children\": \"0\", \"avg_measure\": 38.48148148148148}, {\"sex\": \"male\", \"children\": \"0\", \"avg_measure\": 38.38175675675676}, {\"sex\": \"female\", \"children\": \"5\", \"avg_measure\": 37.22222222222222}, {\"sex\": \"male\", \"children\": \"4\", \"avg_measure\": 36.4}, {\"sex\": \"male\", \"children\": \"5\", \"avg_measure\": 34.916666666666664}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7bfb762f14a78ddd5a14ef74914dbd0a9eaf1116 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:28:08.596518+00:00", + "ended_at": "2026-05-04T09:28:19.844537+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_ba9da7fe2e00ea92", + "problem_id": "v2p_m4_95d00220c60e72e5", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_ba9da7fe2e00ea92.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ba9da7fe2e00ea92", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 21783, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1671, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11213.8, + "sql_execution_elapsed_ms_total": 3.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_ba9da7fe2e00ea92\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a5299962e008b4c1c3e93339d90df3163323638 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ba9da7fe2e00ea92/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:19.833526+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11213.8, "started_at": "2026-05-04T09:28:08.598432+00:00", "ended_at": "2026-05-04T09:28:19.810063+00:00", "prompt_metrics": {"chars": 5460, "bytes_utf8": 5460, "lines": 182, "estimated_tokens": 1566}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21656, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T09:28:08.810007Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:11.430034Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=region, measure_col=bmi.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "measure_col": "bmi", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8981744c9d9da1ba9a826004183d74c1c04fd5ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-1de5-7500-b989-410627367da5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"children\\\", \\\"region\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Two-Dimensional Group Average template with group_col=\\\"children\\\", group_col_2=\\\"region\\\", and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21657,"cached_input_tokens":20864,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4313d5391596169a9b6b0a52e3d9a134ed45d5c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"children\", \"region\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY avg_measure DESC;","notes":"Used the provided Two-Dimensional Group Average template with group_col=\"children\", group_col_2=\"region\", and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a569c33a5823563ad240307057593fdb7c7a3ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:21.230591Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:23.587644Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:31.085520Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b809edcf578d05754830e7c4a2f01984d184ef27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=region, measure_col=bmi. +Result preview: [{"children": "4", "region": "southeast", "avg_measure": 34.232}, {"children": "2", "region": "southeast", "avg_measure": 33.86742857142857}, {"children": "0", "region": "southeast", "avg_measure": 33.648666666666664}, {"children": "1", "region": "southeast", "avg_measure": 33.34851485148515}, {"children": "3", "region": "southeast", "avg_measure": 32.55694444444444}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..83467c4b8cec5c7ada0b0a29d6b6306e905a3cf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_bbbc3959b75acdc2 +-- problem_id: v2p_m4_9f04763535329747 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d88dd24f7915c0d7662362bec6f3804db397bb04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"children\", \"region\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"children\\\", \\\"region\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"children\", \"region\", \"avg_measure\"], \"rows\": [{\"children\": \"4\", \"region\": \"southeast\", \"avg_measure\": 34.232}, {\"children\": \"2\", \"region\": \"southeast\", \"avg_measure\": 33.86742857142857}, {\"children\": \"0\", \"region\": \"southeast\", \"avg_measure\": 33.648666666666664}, {\"children\": \"1\", \"region\": \"southeast\", \"avg_measure\": 33.34851485148515}, {\"children\": \"3\", \"region\": \"southeast\", \"avg_measure\": 32.55694444444444}, {\"children\": \"4\", \"region\": \"northeast\", \"avg_measure\": 32.42214285714286}, {\"children\": \"2\", \"region\": \"southwest\", \"avg_measure\": 32.166101694915255}, {\"children\": \"5\", \"region\": \"southeast\", \"avg_measure\": 31.368333333333336}, {\"children\": \"3\", \"region\": \"southwest\", \"avg_measure\": 31.32894736842105}, {\"children\": \"3\", \"region\": \"northwest\", \"avg_measure\": 30.37625}, {\"children\": \"0\", \"region\": \"southwest\", \"avg_measure\": 30.373287671232877}, {\"children\": \"1\", \"region\": \"northeast\", \"avg_measure\": 30.17392405063291}, {\"children\": \"4\", \"region\": \"northwest\", \"avg_measure\": 29.877499999999998}, {\"children\": \"1\", \"region\": \"southwest\", \"avg_measure\": 29.85185185185185}, {\"children\": \"4\", \"region\": \"southwest\", \"avg_measure\": 29.6}, {\"children\": \"2\", \"region\": \"northwest\", \"avg_measure\": 29.526567164179102}, {\"children\": \"5\", \"region\": \"northeast\", \"avg_measure\": 29.418333333333333}, {\"children\": \"0\", \"region\": \"northeast\", \"avg_measure\": 29.1252027027027}, {\"children\": \"0\", \"region\": \"northwest\", \"avg_measure\": 28.848097014925372}, {\"children\": \"1\", \"region\": \"northwest\", \"avg_measure\": 28.6292}, {\"children\": \"3\", \"region\": \"northeast\", \"avg_measure\": 28.33375}, {\"children\": \"5\", \"region\": \"southwest\", \"avg_measure\": 28.23}, {\"children\": \"2\", \"region\": \"northeast\", \"avg_measure\": 27.886153846153846}, {\"children\": \"5\", \"region\": \"northwest\", \"avg_measure\": 24.225}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2484da74ff7c1aa90f90d6f177befd28cedb13c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:29:20.836628+00:00", + "ended_at": "2026-05-04T09:29:31.935038+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_bbbc3959b75acdc2", + "problem_id": "v2p_m4_9f04763535329747", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=children, group_col_2=region, measure_col=bmi.", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "measure_col": "bmi", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_bbbc3959b75acdc2.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_bbbc3959b75acdc2", + "api_calls": 0, + "input_tokens": 21657, + "cached_input_tokens": 20864, + "output_tokens": 124, + "total_tokens": 21781, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1567, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1675, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11061.5, + "sql_execution_elapsed_ms_total": 3.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_bbbc3959b75acdc2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f0157f069b098309b8a6cf2275846b772bbfb8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_bbbc3959b75acdc2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:29:31.922819+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11061.5, "started_at": "2026-05-04T09:29:20.839246+00:00", "ended_at": "2026-05-04T09:29:31.900790+00:00", "prompt_metrics": {"chars": 5467, "bytes_utf8": 5467, "lines": 182, "estimated_tokens": 1567}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21657, "cached_input_tokens": 20864, "output_tokens": 124}, "stderr_preview": "2026-05-04T09:29:21.230591Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:23.587644Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=sex.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "smoker", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9e76721896bf52613127ccbe686df93f1810a44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-4cc8-72d2-8743-72f8c0b59325"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"smoker\\\",\\n SUM(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT \\\"smoker\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with group_col=\\\"smoker\\\" and condition_col=\\\"sex\\\", using 'male' as the numerator condition and 'female' as the denominator condition. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21812,"cached_input_tokens":20864,"output_tokens":197}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f577951ed0ff40b01ce372158157b01abb10b034 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"smoker\",\n SUM(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"smoker\"\n)\nSELECT \"smoker\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with group_col=\"smoker\" and condition_col=\"sex\", using 'male' as the numerator condition and 'female' as the denominator condition. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3fe348892a11ffb89eee114e8eafb52bd12279f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:00.886770Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:03.251873Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:35:13.543503Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2cf2bd28bf4b72714a5986a6e3755fc8ad688f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=sex. +Result preview: [{"smoker": "yes", "condition_ratio": 1.4310344827586208}, {"smoker": "no", "condition_ratio": 0.9470899470899471}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f7614eab33f9fc96b6f42ab637ae413063f754a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_c016924a6b1c1a7d +-- problem_id: v2p_m4_5e726060b6294b1a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "smoker", + SUM(CASE WHEN "sex" = 'male' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "sex" = 'female' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "smoker" +) +SELECT "smoker", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f37db3d8c8f5940b7992eac531ace0ebfeac0e0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"smoker\",\n SUM(CASE WHEN \"sex\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"sex\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"smoker\"\n)\nSELECT \"smoker\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"smoker\\\",\\n SUM(CASE WHEN \\\"sex\\\" = 'male' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"sex\\\" = 'female' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"smoker\\\"\\n)\\nSELECT \\\"smoker\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"smoker\", \"condition_ratio\"], \"rows\": [{\"smoker\": \"yes\", \"condition_ratio\": 1.4310344827586208}, {\"smoker\": \"no\", \"condition_ratio\": 0.9470899470899471}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..180c89942a9ed7af7e08124e469812fbedfccb52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:35:00.644746+00:00", + "ended_at": "2026-05-04T09:35:14.392459+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c016924a6b1c1a7d", + "problem_id": "v2p_m4_5e726060b6294b1a", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=smoker, condition_col=sex.", + "bindings": { + "group_col": "smoker", + "condition_col": "sex", + "condition_value": "male", + "positive_value": "male", + "negative_value": "female", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_c016924a6b1c1a7d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c016924a6b1c1a7d", + "api_calls": 0, + "input_tokens": 21812, + "cached_input_tokens": 20864, + "output_tokens": 197, + "total_tokens": 22009, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1722, + "estimated_output_tokens": 181, + "estimated_total_tokens": 1903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13714.18, + "sql_execution_elapsed_ms_total": 3.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_c016924a6b1c1a7d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..736570dd18767c0be5b088379e5d3fb6ef86c0d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c016924a6b1c1a7d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:14.380903+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13714.18, "started_at": "2026-05-04T09:35:00.645219+00:00", "ended_at": "2026-05-04T09:35:14.360846+00:00", "prompt_metrics": {"chars": 6107, "bytes_utf8": 6107, "lines": 183, "estimated_tokens": 1722}, "response_metrics": {"chars": 715, "bytes_utf8": 715, "lines": 1, "estimated_tokens": 181}, "usage": {"input_tokens": 21812, "cached_input_tokens": 20864, "output_tokens": 197}, "stderr_preview": "2026-05-04T09:35:00.886770Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:03.251873Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24b6b75b2c936df53b78fb883d3d2d3dc6cebeac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_c07dfc5e2c2017b8\n-- problem_id: v2p_m4_39afe1fbf5a93a7f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"age\",\n COUNT(*) AS support,\n AVG(\"bmi\") AS avg_response\nFROM \"m4\"\nGROUP BY \"age\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_c07dfc5e2c2017b8\\n-- problem_id: v2p_m4_39afe1fbf5a93a7f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"age\\\",\\n COUNT(*) AS support,\\n AVG(\\\"bmi\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"age\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"age\", \"support\", \"avg_response\"], \"rows\": [{\"age\": \"18\", \"support\": 148, \"avg_response\": 31.180608108108107}, {\"age\": \"19\", \"support\": 142, \"avg_response\": 28.431267605633803}, {\"age\": \"52\", \"support\": 62, \"avg_response\": 33.152419354838706}, {\"age\": \"47\", \"support\": 62, \"avg_response\": 31.311774193548384}, {\"age\": \"23\", \"support\": 62, \"avg_response\": 30.893064516129034}, {\"age\": \"45\", \"support\": 62, \"avg_response\": 29.825483870967744}, {\"age\": \"51\", \"support\": 60, \"avg_response\": 31.902833333333334}, {\"age\": \"54\", \"support\": 60, \"avg_response\": 31.399166666666666}, {\"age\": \"46\", \"support\": 60, \"avg_response\": 31.156166666666664}, {\"age\": \"22\", \"support\": 60, \"avg_response\": 30.7585}, {\"age\": \"26\", \"support\": 60, \"avg_response\": 30.158}, {\"age\": \"28\", \"support\": 60, \"avg_response\": 29.430333333333333}, {\"age\": \"21\", \"support\": 60, \"avg_response\": 28.549333333333333}, {\"age\": \"48\", \"support\": 58, \"avg_response\": 31.925689655172416}, {\"age\": \"50\", \"support\": 58, \"avg_response\": 31.132241379310347}, {\"age\": \"20\", \"support\": 58, \"avg_response\": 30.632758620689657}, {\"age\": \"53\", \"support\": 58, \"avg_response\": 30.33051724137931}, {\"age\": \"25\", \"support\": 58, \"avg_response\": 30.122758620689652}, {\"age\": \"27\", \"support\": 58, \"avg_response\": 29.774827586206897}, {\"age\": \"56\", \"support\": 56, \"avg_response\": 32.20517857142857}, {\"age\": \"32\", \"support\": 56, \"avg_response\": 31.869642857142857}, {\"age\": \"41\", \"support\": 56, \"avg_response\": 31.603392857142858}, {\"age\": \"44\", \"support\": 56, \"avg_response\": 30.804642857142856}, {\"age\": \"30\", \"support\": 56, \"avg_response\": 30.726964285714285}, {\"age\": \"49\", \"support\": 56, \"avg_response\": 30.31392857142857}, {\"age\": \"24\", \"support\": 56, \"avg_response\": 29.142678571428572}, {\"age\": \"33\", \"support\": 54, \"avg_response\": 31.09777777777778}, {\"age\": \"57\", \"support\": 54, \"avg_response\": 30.446481481481484}, {\"age\": \"42\", \"support\": 54, \"avg_response\": 30.32814814814815}, {\"age\": \"43\", \"support\": 54, \"avg_response\": 30.204444444444444}, {\"age\": \"40\", \"support\": 54, \"avg_response\": 30.139074074074074}, {\"age\": \"31\", \"support\": 54, \"avg_response\": 29.918333333333333}, {\"age\": \"39\", \"support\": 54, \"avg_response\": 29.795555555555556}, {\"age\": \"29\", \"support\": 54, \"avg_response\": 29.38314814814815}, {\"age\": \"58\", \"support\": 52, \"avg_response\": 32.545}, {\"age\": \"55\", \"support\": 52, \"avg_response\": 31.950000000000003}, {\"age\": \"37\", \"support\": 52, \"avg_response\": 30.88923076923077}, {\"age\": \"59\", \"support\": 52, \"avg_response\": 30.45384615384615}, {\"age\": \"34\", \"support\": 52, \"avg_response\": 30.27403846153846}, {\"age\": \"35\", \"support\": 50, \"avg_response\": 31.3948}, {\"age\": \"36\", \"support\": 50, \"avg_response\": 29.374200000000002}, {\"age\": \"38\", \"support\": 50, \"avg_response\": 28.996599999999997}, {\"age\": \"62\", \"support\": 48, \"avg_response\": 32.626666666666665}, {\"age\": \"64\", \"support\": 46, \"avg_response\": 33.14934782608695}, {\"age\": \"61\", \"support\": 46, \"avg_response\": 32.54826086956522}, {\"age\": \"63\", \"support\": 46, \"avg_response\": 31.923478260869565}, {\"age\": \"60\", \"support\": 46, \"avg_response\": 30.33282608695652}], \"row_count_returned\": 47, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f5f1890423f9fb02d0e4581f5b5285bd4d47369 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:57:47.664936+00:00", + "ended_at": "2026-05-04T09:57:47.670707+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c07dfc5e2c2017b8", + "problem_id": "v2p_m4_39afe1fbf5a93a7f", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=bmi, key_col=age.", + "bindings": { + "key_col": "age", + "measure_col": "bmi", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_c07dfc5e2c2017b8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c07dfc5e2c2017b8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fffdb96f28230c77a07cb8544dd63ffb17c76c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5480, "bytes_utf8": 5480, "lines": 180, "estimated_tokens": 1549}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21639, "cached_input_tokens": 20864, "output_tokens": 215}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fc72b2637ae3d05cb9b431c20f8a1612060f5ef5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c384e1d1c2a0d5b1", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 215, + "total_tokens": 21854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1649, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13666.93, + "sql_execution_elapsed_ms_total": 1.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_c384e1d1c2a0d5b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..524a28b6e22bc5a1ac2fa4dedd8bc1e35d36dabd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:52:40.403267+00:00", + "ended_at": "2026-05-04T09:52:54.070232+00:00", + "elapsed_ms": 13666.93, + "prompt_metrics": { + "chars": 5480, + "bytes_utf8": 5480, + "lines": 180, + "estimated_tokens": 1549 + }, + "stdout_metrics": { + "chars": 769, + "bytes_utf8": 769, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 444, + "bytes_utf8": 444, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 215 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..406bdc8241d1d9378bf39362d9b6a0cdf59db3bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=children.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..208072407ad3148282783d900c179502d4b629bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df267-7857-7410-9411-ecf191a7c50b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"children\\\",\\n CAST(\\\"children\\\" AS REAL) AS percentile_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \\\"children\\\", the 0.9 percentile within each group equals that group's \\\"children\\\" value, so this query preserves the template intent in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21639,"cached_input_tokens":20864,"output_tokens":215}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b4aba62f68ed501637ffad98880e6b572ae8cf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT \"children\",\n CAST(\"children\" AS REAL) AS percentile_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT. Because both group_col and measure_col are \"children\", the 0.9 percentile within each group equals that group's \"children\" value, so this query preserves the template intent in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c3e4484a79433c72bc117369a89073f6e742e24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:52:40.593415Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:52:46.602516Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:52:53.130039Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..914626f45dc107f6d7a46bdccabe86c441a365f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=children. +Result preview: [{"children": "5", "percentile_measure": 5.0}, {"children": "4", "percentile_measure": 4.0}, {"children": "3", "percentile_measure": 3.0}, {"children": "2", "percentile_measure": 2.0}, {"children": "1", "percentile_measure": 1.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..675d9352b91b6b0acbf220a1898a86ae8d6bb14b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_c384e1d1c2a0d5b1 +-- problem_id: v2p_m4_91c862415bc22209 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + CAST("children" AS REAL) AS percentile_measure +FROM "m4" +GROUP BY "children" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f6b94577abe29579dfbebc40a03870bc12205b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT \"children\",\n CAST(\"children\" AS REAL) AS percentile_measure\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"children\\\",\\n CAST(\\\"children\\\" AS REAL) AS percentile_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY percentile_measure DESC;\", \"columns\": [\"children\", \"percentile_measure\"], \"rows\": [{\"children\": \"5\", \"percentile_measure\": 5.0}, {\"children\": \"4\", \"percentile_measure\": 4.0}, {\"children\": \"3\", \"percentile_measure\": 3.0}, {\"children\": \"2\", \"percentile_measure\": 2.0}, {\"children\": \"1\", \"percentile_measure\": 1.0}, {\"children\": \"0\", \"percentile_measure\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ffcf0b844a581af032f9082e1d04d1acb03de569 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:52:40.401107+00:00", + "ended_at": "2026-05-04T09:52:54.098716+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c384e1d1c2a0d5b1", + "problem_id": "v2p_m4_91c862415bc22209", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=children.", + "bindings": { + "group_col": "children", + "measure_col": "children", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_c384e1d1c2a0d5b1.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c384e1d1c2a0d5b1", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 215, + "total_tokens": 21854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 100, + "estimated_total_tokens": 1649, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13666.93, + "sql_execution_elapsed_ms_total": 1.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_c384e1d1c2a0d5b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0dbd5a9a585261737d7e8327ae168a7b8ea37f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c384e1d1c2a0d5b1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:52:54.088867+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13666.93, "started_at": "2026-05-04T09:52:40.403267+00:00", "ended_at": "2026-05-04T09:52:54.070232+00:00", "prompt_metrics": {"chars": 5480, "bytes_utf8": 5480, "lines": 180, "estimated_tokens": 1549}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 21639, "cached_input_tokens": 20864, "output_tokens": 215}, "stderr_preview": "2026-05-04T09:52:40.593415Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:52:46.602516Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "target_col": "charges", + "target_value": "1121.8739", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7a4748b99c9acef318deabf32d18a3a1b9b055a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-4a52-7060-868a-0e4d33dfa009"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"region\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '1121.8739' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"children\\\", group_col_2=\\\"region\\\", and target_col=\\\"charges\\\". Kept the target equality check as specified by the binding target_value '1121.8739' and quoted all identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b872d3a7d8b1ec7b335246d2305f528497bd799 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"region\",\n AVG(CASE WHEN \"charges\" = '1121.8739' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"children\", group_col_2=\"region\", and target_col=\"charges\". Kept the target equality check as specified by the binding target_value '1121.8739' and quoted all identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f04c484cc20788a9a3f7aa31475e39d314e974a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:15.971428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:18.281216Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:26.021175Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..506a81e5222934817db1a32cc6c45cb6ee356c3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=region, target_col=charges. +Result preview: [{"children": "0", "region": "southeast", "target_rate": 0.012121212121212121}, {"children": "0", "region": "northeast", "target_rate": 0.0}, {"children": "0", "region": "northwest", "target_rate": 0.0}, {"children": "0", "region": "southwest", "target_rate": 0.0}, {"children": "1", "region": "northeast", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..092dd2792effb566aa6b7929a9a339442efa9f29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_c52dfa18b759048e +-- problem_id: v2p_m4_01da5a9f2262cdd7 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", + AVG(CASE WHEN "charges" = '1121.8739' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "children", "region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4fa1c276d919923541168706d910e4d59a4c168 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"region\",\n AVG(CASE WHEN \"charges\" = '1121.8739' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"region\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '1121.8739' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"children\", \"region\", \"target_rate\"], \"rows\": [{\"children\": \"0\", \"region\": \"southeast\", \"target_rate\": 0.012121212121212121}, {\"children\": \"0\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"0\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"0\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"southwest\", \"target_rate\": 0.0}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7c0b85527e98ff6ef234d8315c8d634506bd641 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:26:15.741802+00:00", + "ended_at": "2026-05-04T09:26:27.162084+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c52dfa18b759048e", + "problem_id": "v2p_m4_01da5a9f2262cdd7", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=children, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "target_col": "charges", + "target_value": "1121.8739", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_c52dfa18b759048e.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c52dfa18b759048e", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 154, + "total_tokens": 21859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 138, + "estimated_total_tokens": 1753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11367.63, + "sql_execution_elapsed_ms_total": 4.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_c52dfa18b759048e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94d85dd065191d3ea70da303ac98d9fde0a03547 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c52dfa18b759048e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:26:27.146458+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11367.63, "started_at": "2026-05-04T09:26:15.744626+00:00", "ended_at": "2026-05-04T09:26:27.112631+00:00", "prompt_metrics": {"chars": 5611, "bytes_utf8": 5611, "lines": 183, "estimated_tokens": 1615}, "response_metrics": {"chars": 539, "bytes_utf8": 539, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 154}, "stderr_preview": "2026-05-04T09:26:15.971428Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:18.281216Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=charges.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "children", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77e8137786c7c33c29e98f2bd722527df97a9d6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-1792-7b82-b5bf-1aaf9081cc01"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the required grouped ratio template with group_col=\\\"children\\\" and condition_col=\\\"charges\\\", comparing exact TEXT values from the provided bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21819,"cached_input_tokens":20864,"output_tokens":212}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58f4c1be34d6858ff58783ad1578073d18a4344e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the required grouped ratio template with group_col=\"children\" and condition_col=\"charges\", comparing exact TEXT values from the provided bindings."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2b8054b94e6c6a4eb8f7e0e6694a83801283842 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:47.239262Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:49.686923Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:59.748831Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fe1904f1aa55d7107da736f28d42bed3df0e3cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=charges. +Result preview: [{"children": "0", "condition_ratio": 0.0}, {"children": "1", "condition_ratio": null}, {"children": "2", "condition_ratio": null}, {"children": "3", "condition_ratio": null}, {"children": "4", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ef7748e1ee242999b50924a20b051c8cae757d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_c5dbc0bf49f7ce95 +-- problem_id: v2p_m4_cf2d4e0f6ba0d042 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..def6fdb86b90581e8ad38c72de09db877ab0d35c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"children\",\n SUM(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"m4\"\n GROUP BY \"children\"\n)\nSELECT \"children\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"children\\\",\\n SUM(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"m4\\\"\\n GROUP BY \\\"children\\\"\\n)\\nSELECT \\\"children\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"children\", \"condition_ratio\"], \"rows\": [{\"children\": \"0\", \"condition_ratio\": 0.0}, {\"children\": \"1\", \"condition_ratio\": null}, {\"children\": \"2\", \"condition_ratio\": null}, {\"children\": \"3\", \"condition_ratio\": null}, {\"children\": \"4\", \"condition_ratio\": null}, {\"children\": \"5\", \"condition_ratio\": null}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ddc864244c970dfe2dd76db03af04e292c45568 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:34:47.025491+00:00", + "ended_at": "2026-05-04T09:35:00.641710+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c5dbc0bf49f7ce95", + "problem_id": "v2p_m4_cf2d4e0f6ba0d042", + "dataset_id": "m4", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=children, condition_col=charges.", + "bindings": { + "group_col": "children", + "condition_col": "charges", + "condition_value": "10096.97", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_c5dbc0bf49f7ce95.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c5dbc0bf49f7ce95", + "api_calls": 0, + "input_tokens": 21819, + "cached_input_tokens": 20864, + "output_tokens": 212, + "total_tokens": 22031, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1729, + "estimated_output_tokens": 165, + "estimated_total_tokens": 1894, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13582.33, + "sql_execution_elapsed_ms_total": 2.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_c5dbc0bf49f7ce95\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32d5054b3a4f6680d17430e33ca56b94f4bb422e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c5dbc0bf49f7ce95/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:00.629640+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13582.33, "started_at": "2026-05-04T09:34:47.028557+00:00", "ended_at": "2026-05-04T09:35:00.610665+00:00", "prompt_metrics": {"chars": 6128, "bytes_utf8": 6128, "lines": 183, "estimated_tokens": 1729}, "response_metrics": {"chars": 656, "bytes_utf8": 656, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 21819, "cached_input_tokens": 20864, "output_tokens": 212}, "stderr_preview": "2026-05-04T09:34:47.239262Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:49.686923Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=children, group_col_2=smoker.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21ab446312217b0870160a27f3221dd6d0f3e3b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df26b-64be-7043-9063-200e3642facc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"children\\\",\\n \\\"smoker\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY support ASC, \\\"children\\\", \\\"smoker\\\"\\nLIMIT 10;\",\"notes\":\"Applied the provided Pairwise Sparse Slice Count template with group_col=\\\"children\\\", group_col_2=\\\"smoker\\\", and top_k=10. Used only the single table and quoted identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21679,"cached_input_tokens":20864,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98e88f1a8e721d2c6487a537bf5f9eb0833836df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"children\",\n \"smoker\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY support ASC, \"children\", \"smoker\"\nLIMIT 10;","notes":"Applied the provided Pairwise Sparse Slice Count template with group_col=\"children\", group_col_2=\"smoker\", and top_k=10. Used only the single table and quoted identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82a91e3e9f1b77f3c9d4ba04e2672d8b47ba93c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:56:57.713936Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:57:00.052560Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:57:07.451721Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f96bcbe13943e491b93d0de86736c0bb7264c24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=children, group_col_2=smoker. +Result preview: [{"children": "5", "smoker": "yes", "support": 2}, {"children": "4", "smoker": "yes", "support": 6}, {"children": "5", "smoker": "no", "support": 40}, {"children": "4", "smoker": "no", "support": 46}, {"children": "3", "smoker": "yes", "support": 80}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c1a01e9a4645584e02f4514f2ff4ab975a7bd11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_c886bdb4bb3eb1f8 +-- problem_id: v2p_m4_062fd58dc2776f53 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + "smoker", + COUNT(*) AS support +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY support ASC, "children", "smoker" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fce79d6480c77be7a67b68e691e3c984cb4d6cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"children\",\n \"smoker\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\", \"smoker\"\nORDER BY support ASC, \"children\", \"smoker\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"children\\\",\\n \\\"smoker\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"smoker\\\"\\nORDER BY support ASC, \\\"children\\\", \\\"smoker\\\"\\nLIMIT 10;\", \"columns\": [\"children\", \"smoker\", \"support\"], \"rows\": [{\"children\": \"5\", \"smoker\": \"yes\", \"support\": 2}, {\"children\": \"4\", \"smoker\": \"yes\", \"support\": 6}, {\"children\": \"5\", \"smoker\": \"no\", \"support\": 40}, {\"children\": \"4\", \"smoker\": \"no\", \"support\": 46}, {\"children\": \"3\", \"smoker\": \"yes\", \"support\": 80}, {\"children\": \"2\", \"smoker\": \"yes\", \"support\": 114}, {\"children\": \"1\", \"smoker\": \"yes\", \"support\": 128}, {\"children\": \"0\", \"smoker\": \"yes\", \"support\": 234}, {\"children\": \"3\", \"smoker\": \"no\", \"support\": 244}, {\"children\": \"2\", \"smoker\": \"no\", \"support\": 382}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ed51cbb085fdd16840d599d4ed3bd562cea4728 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:56:57.534671+00:00", + "ended_at": "2026-05-04T09:57:08.308332+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c886bdb4bb3eb1f8", + "problem_id": "v2p_m4_062fd58dc2776f53", + "dataset_id": "m4", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=children, group_col_2=smoker.", + "bindings": { + "group_col": "children", + "group_col_2": "smoker", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_c886bdb4bb3eb1f8.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c886bdb4bb3eb1f8", + "api_calls": 0, + "input_tokens": 21679, + "cached_input_tokens": 20864, + "output_tokens": 129, + "total_tokens": 21808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1591, + "estimated_output_tokens": 113, + "estimated_total_tokens": 1704, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10741.2, + "sql_execution_elapsed_ms_total": 2.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_c886bdb4bb3eb1f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..670a2075a4d9dbf9e9e6e3d011d18b31868133f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c886bdb4bb3eb1f8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:57:08.297613+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10741.2, "started_at": "2026-05-04T09:56:57.537616+00:00", "ended_at": "2026-05-04T09:57:08.278559+00:00", "prompt_metrics": {"chars": 5469, "bytes_utf8": 5469, "lines": 180, "estimated_tokens": 1591}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 21679, "cached_input_tokens": 20864, "output_tokens": 129}, "stderr_preview": "2026-05-04T09:56:57.713936Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:57:00.052560Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c68114682c4b1e665955769a27924bbf4f483343 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df268-7eb4-7512-b490-cf39c1d00d86"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"region\\\" ORDER BY CAST(\\\"bmi\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"region\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"region\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"region\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"o\\\".\\\"bmi_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"o\\\".\\\"bmi_value\\\" END) +\\n (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\") * (\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"o\\\".\\\"bmi_value\\\" END) -\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"o\\\".\\\"bmi_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"params\\\" AS \\\"p\\\"\\nJOIN \\\"ordered\\\" AS \\\"o\\\"\\n ON \\\"o\\\".\\\"region\\\" = \\\"p\\\".\\\"region\\\"\\nGROUP BY \\\"p\\\".\\\"region\\\", \\\"p\\\".\\\"pos\\\", \\\"p\\\".\\\"lower_rn\\\", \\\"p\\\".\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 percentile of \\\"bmi\\\" within each \\\"region\\\" using window functions and linear interpolation, while casting text-stored numeric values to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21640,"cached_input_tokens":20864,"output_tokens":970}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df46942e59d087652786b61269ec68d5208c0bf4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (PARTITION BY \"region\" ORDER BY CAST(\"bmi\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"params\" AS (\n SELECT\n \"region\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) = CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n GROUP BY \"region\", \"cnt\"\n)\nSELECT\n \"p\".\"region\",\n CASE\n WHEN \"p\".\"lower_rn\" = \"p\".\"upper_rn\" THEN\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lower_rn\" THEN \"o\".\"bmi_value\" END)\n ELSE\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lower_rn\" THEN \"o\".\"bmi_value\" END) +\n (\"p\".\"pos\" - \"p\".\"lower_rn\") * (\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"upper_rn\" THEN \"o\".\"bmi_value\" END) -\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lower_rn\" THEN \"o\".\"bmi_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"params\" AS \"p\"\nJOIN \"ordered\" AS \"o\"\n ON \"o\".\"region\" = \"p\".\"region\"\nGROUP BY \"p\".\"region\", \"p\".\"pos\", \"p\".\"lower_rn\", \"p\".\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.9 percentile of \"bmi\" within each \"region\" using window functions and linear interpolation, while casting text-stored numeric values to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e19c5344a6e01de0d8ab13dd372b25ea203b4efb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:53:47.750742Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:53:50.133293Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:54:12.523814Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..15cb490f6fb3b08b94c4b57c36db2ffcd9127f05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=bmi. +Result preview: [{"region": "southeast", "percentile_measure": 41.91}, {"region": "southwest", "percentile_measure": 37.4}, {"region": "northeast", "percentile_measure": 37.05}, {"region": "northwest", "percentile_measure": 35.815}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9fd4313046b26b7ab7b134706a999c89870c1d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/generated_sql.sql @@ -0,0 +1,53 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_c9dff56b2575f776 +-- problem_id: v2p_m4_cbca9913ca4d2a63 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "region", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER (PARTITION BY "region" ORDER BY CAST("bmi" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "region") AS "cnt" + FROM "m4" + WHERE "region" IS NOT NULL + AND "bmi" IS NOT NULL +), +"params" AS ( + SELECT + "region", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) = CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" + GROUP BY "region", "cnt" +) +SELECT + "p"."region", + CASE + WHEN "p"."lower_rn" = "p"."upper_rn" THEN + MAX(CASE WHEN "o"."rn" = "p"."lower_rn" THEN "o"."bmi_value" END) + ELSE + MAX(CASE WHEN "o"."rn" = "p"."lower_rn" THEN "o"."bmi_value" END) + + ("p"."pos" - "p"."lower_rn") * ( + MAX(CASE WHEN "o"."rn" = "p"."upper_rn" THEN "o"."bmi_value" END) - + MAX(CASE WHEN "o"."rn" = "p"."lower_rn" THEN "o"."bmi_value" END) + ) + END AS "percentile_measure" +FROM "params" AS "p" +JOIN "ordered" AS "o" + ON "o"."region" = "p"."region" +GROUP BY "p"."region", "p"."pos", "p"."lower_rn", "p"."upper_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12e23d6a7f69c95dff636eecda19a98dd0c5ab3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (PARTITION BY \"region\" ORDER BY CAST(\"bmi\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"params\" AS (\n SELECT\n \"region\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) = CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ordered\"\n GROUP BY \"region\", \"cnt\"\n)\nSELECT\n \"p\".\"region\",\n CASE\n WHEN \"p\".\"lower_rn\" = \"p\".\"upper_rn\" THEN\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lower_rn\" THEN \"o\".\"bmi_value\" END)\n ELSE\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lower_rn\" THEN \"o\".\"bmi_value\" END) +\n (\"p\".\"pos\" - \"p\".\"lower_rn\") * (\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"upper_rn\" THEN \"o\".\"bmi_value\" END) -\n MAX(CASE WHEN \"o\".\"rn\" = \"p\".\"lower_rn\" THEN \"o\".\"bmi_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"params\" AS \"p\"\nJOIN \"ordered\" AS \"o\"\n ON \"o\".\"region\" = \"p\".\"region\"\nGROUP BY \"p\".\"region\", \"p\".\"pos\", \"p\".\"lower_rn\", \"p\".\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"region\\\" ORDER BY CAST(\\\"bmi\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"params\\\" AS (\\n SELECT\\n \\\"region\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"region\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"p\\\".\\\"region\\\",\\n CASE\\n WHEN \\\"p\\\".\\\"lower_rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"o\\\".\\\"bmi_value\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"o\\\".\\\"bmi_value\\\" END) +\\n (\\\"p\\\".\\\"pos\\\" - \\\"p\\\".\\\"lower_rn\\\") * (\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"upper_rn\\\" THEN \\\"o\\\".\\\"bmi_value\\\" END) -\\n MAX(CASE WHEN \\\"o\\\".\\\"rn\\\" = \\\"p\\\".\\\"lower_rn\\\" THEN \\\"o\\\".\\\"bmi_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"params\\\" AS \\\"p\\\"\\nJOIN \\\"ordered\\\" AS \\\"o\\\"\\n ON \\\"o\\\".\\\"region\\\" = \\\"p\\\".\\\"region\\\"\\nGROUP BY \\\"p\\\".\\\"region\\\", \\\"p\\\".\\\"pos\\\", \\\"p\\\".\\\"lower_rn\\\", \\\"p\\\".\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"region\", \"percentile_measure\"], \"rows\": [{\"region\": \"southeast\", \"percentile_measure\": 41.91}, {\"region\": \"southwest\", \"percentile_measure\": 37.4}, {\"region\": \"northeast\", \"percentile_measure\": 37.05}, {\"region\": \"northwest\", \"percentile_measure\": 35.815}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..604a3e2488e757b06e6041560ed3d90119fe284c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:53:47.556592+00:00", + "ended_at": "2026-05-04T09:54:13.586753+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_c9dff56b2575f776", + "problem_id": "v2p_m4_cbca9913ca4d2a63", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=region, measure_col=bmi.", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_c9dff56b2575f776.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_c9dff56b2575f776", + "api_calls": 0, + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 970, + "total_tokens": 22610, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1550, + "estimated_output_tokens": 639, + "estimated_total_tokens": 2189, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25976.12, + "sql_execution_elapsed_ms_total": 23.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_c9dff56b2575f776\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fc46da7d6ba1ce3f7dad1e0e22609e092906a8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_c9dff56b2575f776/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:54:13.553755+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25976.12, "started_at": "2026-05-04T09:53:47.556592+00:00", "ended_at": "2026-05-04T09:54:13.532348+00:00", "prompt_metrics": {"chars": 5468, "bytes_utf8": 5468, "lines": 180, "estimated_tokens": 1550}, "response_metrics": {"chars": 1811, "bytes_utf8": 1811, "lines": 1, "estimated_tokens": 639}, "usage": {"input_tokens": 21640, "cached_input_tokens": 20864, "output_tokens": 970}, "stderr_preview": "2026-05-04T09:53:47.750742Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:53:50.133293Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=smoker.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "sex", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd5ae22ee0695450a44021f2b0c617daac34ea24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-0346-7d21-9827-e05b27e37a56"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"sex\\\" and condition_col=\\\"smoker\\\", measuring the within-group proportion where smoker='no'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21665,"cached_input_tokens":20864,"output_tokens":162}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d6b753b2b119bcd958b50c98eba92a958dc915d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"sex\" and condition_col=\"smoker\", measuring the within-group proportion where smoker='no'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed9b868b5f662bca680a1743bc70fccc585bc8c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:19.902098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:22.213969Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:31.017277Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9943530c7572f86d5cac8a0f3fbd5bedd523c00b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=smoker. +Result preview: [{"sex": "female", "condition_rate": 0.8301610541727672}, {"sex": "male", "condition_rate": 0.7638691322901849}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a21cb6e2ac596667089d2330577c72aeea71f2fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_cb61d4dbc81198cc +-- problem_id: v2p_m4_b5529a82eb34cb8c +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "smoker" = 'no' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m4" +GROUP BY "sex" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6a385fc46be70d31a7505ddad0a04417e15e762 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"sex\",\n AVG(CASE WHEN \"smoker\" = 'no' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"sex\\\",\\n AVG(CASE WHEN \\\"smoker\\\" = 'no' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"sex\", \"condition_rate\"], \"rows\": [{\"sex\": \"female\", \"condition_rate\": 0.8301610541727672}, {\"sex\": \"male\", \"condition_rate\": 0.7638691322901849}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5bdc4f23103f92460e4c5cb735c2c57f773335c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:30:19.709835+00:00", + "ended_at": "2026-05-04T09:30:31.837728+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_cb61d4dbc81198cc", + "problem_id": "v2p_m4_b5529a82eb34cb8c", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, condition_col=smoker.", + "bindings": { + "group_col": "sex", + "condition_col": "smoker", + "condition_value": "no", + "positive_value": "no", + "negative_value": "yes", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_cb61d4dbc81198cc.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cb61d4dbc81198cc", + "api_calls": 0, + "input_tokens": 21665, + "cached_input_tokens": 20864, + "output_tokens": 162, + "total_tokens": 21827, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1575, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12086.71, + "sql_execution_elapsed_ms_total": 2.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_cb61d4dbc81198cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..053b36ff7e60a036343d0b4d41ada2227b64491f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cb61d4dbc81198cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:31.822235+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12086.71, "started_at": "2026-05-04T09:30:19.711463+00:00", "ended_at": "2026-05-04T09:30:31.798706+00:00", "prompt_metrics": {"chars": 5544, "bytes_utf8": 5544, "lines": 183, "estimated_tokens": 1575}, "response_metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21665, "cached_input_tokens": 20864, "output_tokens": 162}, "stderr_preview": "2026-05-04T09:30:19.902098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:22.213969Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=region.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af4a7a24b35e8b5a2d4f384abe3f8b818a7cfeeb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-75c9-7752-91dd-96727df3e52b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"children\\\" and condition_col bound to \\\"region\\\", measuring the rate of rows where region = 'southeast' within each children group. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21667,"cached_input_tokens":20864,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05cc704f0c78875aebf031d75da91fac7b5c9a83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"children\" and condition_col bound to \"region\", measuring the rate of rows where region = 'southeast' within each children group. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e885db170762478126679d1d97f166c27479bc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:49.233376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:51.553216Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:59.643625Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1885c0714e8da1870408ae428b451a3db1bb5172 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=region. +Result preview: [{"children": "1", "condition_rate": 0.3005952380952381}, {"children": "5", "condition_rate": 0.2857142857142857}, {"children": "2", "condition_rate": 0.28225806451612906}, {"children": "0", "condition_rate": 0.2782462057335582}, {"children": "3", "condition_rate": 0.2222222222222222}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..62917aa801d8ecc6547b74e5011599370960c9f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_cbfa8b15feebcc5a +-- problem_id: v2p_m4_8d3de196b1f8f37f +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "region" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c5cb7778785d1e6889880ea5e0ca6b43f061f52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"region\" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"1\", \"condition_rate\": 0.3005952380952381}, {\"children\": \"5\", \"condition_rate\": 0.2857142857142857}, {\"children\": \"2\", \"condition_rate\": 0.28225806451612906}, {\"children\": \"0\", \"condition_rate\": 0.2782462057335582}, {\"children\": \"3\", \"condition_rate\": 0.2222222222222222}, {\"children\": \"4\", \"condition_rate\": 0.19230769230769232}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cb66fb6938b4c64ee5cf7c1559174d3d8d7bc42f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:30:49.016555+00:00", + "ended_at": "2026-05-04T09:31:00.458780+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_cbfa8b15feebcc5a", + "problem_id": "v2p_m4_8d3de196b1f8f37f", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=children, condition_col=region.", + "bindings": { + "group_col": "children", + "condition_col": "region", + "condition_value": "southeast", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_cbfa8b15feebcc5a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cbfa8b15feebcc5a", + "api_calls": 0, + "input_tokens": 21667, + "cached_input_tokens": 20864, + "output_tokens": 138, + "total_tokens": 21805, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1577, + "estimated_output_tokens": 122, + "estimated_total_tokens": 1699, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11409.4, + "sql_execution_elapsed_ms_total": 1.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_cbfa8b15feebcc5a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9765f4462a0f2db4b7b94b0ab658f65007a17057 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cbfa8b15feebcc5a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:00.447860+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11409.4, "started_at": "2026-05-04T09:30:49.018940+00:00", "ended_at": "2026-05-04T09:31:00.422993+00:00", "prompt_metrics": {"chars": 5561, "bytes_utf8": 5561, "lines": 183, "estimated_tokens": 1577}, "response_metrics": {"chars": 510, "bytes_utf8": 510, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 21667, "cached_input_tokens": 20864, "output_tokens": 138}, "stderr_preview": "2026-05-04T09:30:49.233376Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:51.553216Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9b548d237a579e6fed89ae7cad9fc4000ae6e12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_d\n-- sql_source_dataset_id: m4\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m4_cd245e384efc2a5c\n-- problem_id: v2p_m4_b9de23b389bc6aff\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"bmi\",\n COUNT(*) AS support,\n AVG(\"children\") AS avg_response\nFROM \"m4\"\nGROUP BY \"bmi\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_d\\n-- sql_source_dataset_id: m4\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m4_cd245e384efc2a5c\\n-- problem_id: v2p_m4_b9de23b389bc6aff\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"bmi\\\",\\n COUNT(*) AS support,\\n AVG(\\\"children\\\") AS avg_response\\nFROM \\\"m4\\\"\\nGROUP BY \\\"bmi\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"bmi\", \"support\", \"avg_response\"], \"rows\": [{\"bmi\": \"32.3\", \"support\": 26, \"avg_response\": 1.7692307692307692}, {\"bmi\": \"28.31\", \"support\": 18, \"avg_response\": 0.7777777777777778}, {\"bmi\": \"25.8\", \"support\": 16, \"avg_response\": 1.75}, {\"bmi\": \"30.875\", \"support\": 16, \"avg_response\": 1.625}, {\"bmi\": \"30.8\", \"support\": 16, \"avg_response\": 1.5}, {\"bmi\": \"30.495\", \"support\": 16, \"avg_response\": 1.375}, {\"bmi\": \"31.35\", \"support\": 16, \"avg_response\": 1.25}, {\"bmi\": \"33.33\", \"support\": 16, \"avg_response\": 1.25}, {\"bmi\": \"34.1\", \"support\": 16, \"avg_response\": 1.125}, {\"bmi\": \"28.88\", \"support\": 16, \"avg_response\": 0.875}, {\"bmi\": \"34.8\", \"support\": 14, \"avg_response\": 1.5714285714285714}, {\"bmi\": \"32.775\", \"support\": 14, \"avg_response\": 1.4285714285714286}, {\"bmi\": \"33.63\", \"support\": 14, \"avg_response\": 1.4285714285714286}, {\"bmi\": \"27.5\", \"support\": 14, \"avg_response\": 1.1428571428571428}, {\"bmi\": \"24.32\", \"support\": 14, \"avg_response\": 1.0}, {\"bmi\": \"27.645\", \"support\": 14, \"avg_response\": 1.0}, {\"bmi\": \"32.11\", \"support\": 14, \"avg_response\": 1.0}, {\"bmi\": \"27.36\", \"support\": 14, \"avg_response\": 0.8571428571428571}, {\"bmi\": \"35.2\", \"support\": 14, \"avg_response\": 0.8571428571428571}, {\"bmi\": \"38.06\", \"support\": 14, \"avg_response\": 0.8571428571428571}, {\"bmi\": \"25.46\", \"support\": 14, \"avg_response\": 0.7142857142857143}, {\"bmi\": \"30.59\", \"support\": 14, \"avg_response\": 0.7142857142857143}, {\"bmi\": \"30.115\", \"support\": 12, \"avg_response\": 2.0}, {\"bmi\": \"19.95\", \"support\": 12, \"avg_response\": 1.8333333333333333}, {\"bmi\": \"34.2\", \"support\": 12, \"avg_response\": 1.6666666666666667}, {\"bmi\": \"29.83\", \"support\": 12, \"avg_response\": 1.5}, {\"bmi\": \"30.78\", \"support\": 12, \"avg_response\": 1.5}, {\"bmi\": \"33\", \"support\": 12, \"avg_response\": 1.5}, {\"bmi\": \"37.1\", \"support\": 12, \"avg_response\": 1.5}, {\"bmi\": \"30.2\", \"support\": 12, \"avg_response\": 1.3333333333333333}, {\"bmi\": \"29.92\", \"support\": 12, \"avg_response\": 1.1666666666666667}, {\"bmi\": \"31.73\", \"support\": 12, \"avg_response\": 1.1666666666666667}, {\"bmi\": \"27.74\", \"support\": 12, \"avg_response\": 1.0}, {\"bmi\": \"35.3\", \"support\": 12, \"avg_response\": 0.8333333333333334}, {\"bmi\": \"42.13\", \"support\": 12, \"avg_response\": 0.8333333333333334}, {\"bmi\": \"28.595\", \"support\": 12, \"avg_response\": 0.6666666666666666}, {\"bmi\": \"26.41\", \"support\": 12, \"avg_response\": 0.5}, {\"bmi\": \"26.6\", \"support\": 12, \"avg_response\": 0.5}, {\"bmi\": \"23.21\", \"support\": 12, \"avg_response\": 0.3333333333333333}, {\"bmi\": \"25.175\", \"support\": 12, \"avg_response\": 0.3333333333333333}, {\"bmi\": \"26.03\", \"support\": 12, \"avg_response\": 0.3333333333333333}, {\"bmi\": \"35.53\", \"support\": 12, \"avg_response\": 0.0}, {\"bmi\": \"33.66\", \"support\": 10, \"avg_response\": 2.2}, {\"bmi\": \"29.64\", \"support\": 10, \"avg_response\": 2.0}, {\"bmi\": \"33.155\", \"support\": 10, \"avg_response\": 1.8}, {\"bmi\": \"26.695\", \"support\": 10, \"avg_response\": 1.6}, {\"bmi\": \"26.315\", \"support\": 10, \"avg_response\": 1.4}, {\"bmi\": \"28.215\", \"support\": 10, \"avg_response\": 1.4}, {\"bmi\": \"28.5\", \"support\": 10, \"avg_response\": 1.4}, {\"bmi\": \"29.7\", \"support\": 10, \"avg_response\": 1.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..13697408480162c18fb92ae96baf21dce660349c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:57:47.689082+00:00", + "ended_at": "2026-05-04T09:57:47.694950+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_cd245e384efc2a5c", + "problem_id": "v2p_m4_b9de23b389bc6aff", + "dataset_id": "m4", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=children, key_col=bmi.", + "bindings": { + "key_col": "bmi", + "measure_col": "children", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_cd245e384efc2a5c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cd245e384efc2a5c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a52c2be743d49571dabb6fca7d8e6996545e1b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5476, "bytes_utf8": 5476, "lines": 180, "estimated_tokens": 1550}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1611, "bytes_utf8": 1611, "lines": 1, "estimated_tokens": 540}, "usage": {"input_tokens": 21640, "cached_input_tokens": 20864, "output_tokens": 1062}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..967895c7e9657d2c054f5bd8b45c3c629fadcbd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cdbcb2a0f9955159", + "api_calls": 0, + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 1062, + "total_tokens": 22702, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1550, + "estimated_output_tokens": 540, + "estimated_total_tokens": 2090, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30650.26, + "sql_execution_elapsed_ms_total": 17.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_cdbcb2a0f9955159\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b7dac905d40fa16b5a59352e0b49a821371033e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:49:00.303462+00:00", + "ended_at": "2026-05-04T09:49:30.953002+00:00", + "elapsed_ms": 30650.26, + "prompt_metrics": { + "chars": 5476, + "bytes_utf8": 5476, + "lines": 180, + "estimated_tokens": 1550 + }, + "stdout_metrics": { + "chars": 2155, + "bytes_utf8": 2155, + "lines": 4, + "estimated_tokens": 787 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13247 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1611, + "bytes_utf8": 1611, + "lines": 1, + "estimated_tokens": 540 + }, + "usage": { + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 1062 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa19e9a072051e7076f691dee706a1aac26a5161 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a2bf1b41cf79256f765652420351b1c120e148c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df264-2926-7262-aefb-b1bd6967274f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"children\\\"\\n ORDER BY \\\"bmi_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"children\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"grouped\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"children\\\",\\n (1 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1 + 0.95 * (\\\"cnt\\\" - 1)) = CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n p.\\\"children\\\",\\n CASE\\n WHEN p.\\\"lower_rn\\\" = p.\\\"upper_rn\\\" THEN l.\\\"bmi_value\\\"\\n ELSE l.\\\"bmi_value\\\" + (p.\\\"pos\\\" - p.\\\"lower_rn\\\") * (u.\\\"bmi_value\\\" - l.\\\"bmi_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\" AS p\\nJOIN \\\"ranked\\\" AS l\\n ON l.\\\"children\\\" = p.\\\"children\\\"\\n AND l.\\\"rn\\\" = p.\\\"lower_rn\\\"\\nJOIN \\\"ranked\\\" AS u\\n ON u.\\\"children\\\" = p.\\\"children\\\"\\n AND u.\\\"rn\\\" = p.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the grouped 95th percentile for BMI by children using window functions and linear interpolation. Numeric text values are cast to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21640,"cached_input_tokens":20864,"output_tokens":1062}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1da8865b426fc8aaca6f153d295ad1581e897507 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"grouped\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\"\n FROM \"m4\"\n WHERE \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"children\",\n \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY \"bmi_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"children\"\n ) AS \"cnt\"\n FROM \"grouped\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"children\",\n (1 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1 + 0.95 * (\"cnt\" - 1)) = CAST((1 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n)\nSELECT\n p.\"children\",\n CASE\n WHEN p.\"lower_rn\" = p.\"upper_rn\" THEN l.\"bmi_value\"\n ELSE l.\"bmi_value\" + (p.\"pos\" - p.\"lower_rn\") * (u.\"bmi_value\" - l.\"bmi_value\")\n END AS \"percentile_measure\"\nFROM \"positions\" AS p\nJOIN \"ranked\" AS l\n ON l.\"children\" = p.\"children\"\n AND l.\"rn\" = p.\"lower_rn\"\nJOIN \"ranked\" AS u\n ON u.\"children\" = p.\"children\"\n AND u.\"rn\" = p.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the grouped 95th percentile for BMI by children using window functions and linear interpolation. Numeric text values are cast to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b3f079216311a54ddfcf0455d93f4246040ed3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:49:03.833252Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:49:06.348081Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:49:30.123428Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..241f98cc11dd87dde85dc4b409f60740675f6435 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "2", "percentile_measure": 42.68}, {"children": "5", "percentile_measure": 42.4}, {"children": "1", "percentile_measure": 42.13}, {"children": "4", "percentile_measure": 41.23}, {"children": "3", "percentile_measure": 40.565}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a991ebec9bfe01040ddf2cdbf149a5667c0279d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/generated_sql.sql @@ -0,0 +1,60 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_cdbcb2a0f9955159 +-- problem_id: v2p_m4_c96dd2273ecc4129 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "children", + CAST("bmi" AS REAL) AS "bmi_value" + FROM "m4" + WHERE "children" IS NOT NULL + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "children", + "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "children" + ORDER BY "bmi_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "children" + ) AS "cnt" + FROM "grouped" +), +"positions" AS ( + SELECT DISTINCT + "children", + (1 + 0.95 * ("cnt" - 1)) AS "pos", + CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1 + 0.95 * ("cnt" - 1)) = CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +) +SELECT + p."children", + CASE + WHEN p."lower_rn" = p."upper_rn" THEN l."bmi_value" + ELSE l."bmi_value" + (p."pos" - p."lower_rn") * (u."bmi_value" - l."bmi_value") + END AS "percentile_measure" +FROM "positions" AS p +JOIN "ranked" AS l + ON l."children" = p."children" + AND l."rn" = p."lower_rn" +JOIN "ranked" AS u + ON u."children" = p."children" + AND u."rn" = p."upper_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6b74817a0cbb106e346c4e2ec37e1d082af99c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"grouped\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\"\n FROM \"m4\"\n WHERE \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"children\",\n \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY \"bmi_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"children\"\n ) AS \"cnt\"\n FROM \"grouped\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"children\",\n (1 + 0.95 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1 + 0.95 * (\"cnt\" - 1)) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1 + 0.95 * (\"cnt\" - 1)) = CAST((1 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1 + 0.95 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1 + 0.95 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n)\nSELECT\n p.\"children\",\n CASE\n WHEN p.\"lower_rn\" = p.\"upper_rn\" THEN l.\"bmi_value\"\n ELSE l.\"bmi_value\" + (p.\"pos\" - p.\"lower_rn\") * (u.\"bmi_value\" - l.\"bmi_value\")\n END AS \"percentile_measure\"\nFROM \"positions\" AS p\nJOIN \"ranked\" AS l\n ON l.\"children\" = p.\"children\"\n AND l.\"rn\" = p.\"lower_rn\"\nJOIN \"ranked\" AS u\n ON u.\"children\" = p.\"children\"\n AND u.\"rn\" = p.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"grouped\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"children\\\"\\n ORDER BY \\\"bmi_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"children\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"grouped\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"children\\\",\\n (1 + 0.95 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1 + 0.95 * (\\\"cnt\\\" - 1)) = CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1 + 0.95 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n p.\\\"children\\\",\\n CASE\\n WHEN p.\\\"lower_rn\\\" = p.\\\"upper_rn\\\" THEN l.\\\"bmi_value\\\"\\n ELSE l.\\\"bmi_value\\\" + (p.\\\"pos\\\" - p.\\\"lower_rn\\\") * (u.\\\"bmi_value\\\" - l.\\\"bmi_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"positions\\\" AS p\\nJOIN \\\"ranked\\\" AS l\\n ON l.\\\"children\\\" = p.\\\"children\\\"\\n AND l.\\\"rn\\\" = p.\\\"lower_rn\\\"\\nJOIN \\\"ranked\\\" AS u\\n ON u.\\\"children\\\" = p.\\\"children\\\"\\n AND u.\\\"rn\\\" = p.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"children\", \"percentile_measure\"], \"rows\": [{\"children\": \"2\", \"percentile_measure\": 42.68}, {\"children\": \"5\", \"percentile_measure\": 42.4}, {\"children\": \"1\", \"percentile_measure\": 42.13}, {\"children\": \"4\", \"percentile_measure\": 41.23}, {\"children\": \"3\", \"percentile_measure\": 40.565}, {\"children\": \"0\", \"percentile_measure\": 40.445}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0f7a9bd48bef1268d4989f46e57d2d948af3f765 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:49:00.301106+00:00", + "ended_at": "2026-05-04T09:49:31.002773+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_cdbcb2a0f9955159", + "problem_id": "v2p_m4_c96dd2273ecc4129", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_cdbcb2a0f9955159.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cdbcb2a0f9955159", + "api_calls": 0, + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 1062, + "total_tokens": 22702, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1550, + "estimated_output_tokens": 540, + "estimated_total_tokens": 2090, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30650.26, + "sql_execution_elapsed_ms_total": 17.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_cdbcb2a0f9955159\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..165fd4078105b3ea64175c9629d2bf0d3a09a4a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdbcb2a0f9955159/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:49:30.973639+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 30650.26, "started_at": "2026-05-04T09:49:00.303462+00:00", "ended_at": "2026-05-04T09:49:30.953002+00:00", "prompt_metrics": {"chars": 5476, "bytes_utf8": 5476, "lines": 180, "estimated_tokens": 1550}, "response_metrics": {"chars": 1611, "bytes_utf8": 1611, "lines": 1, "estimated_tokens": 540}, "usage": {"input_tokens": 21640, "cached_input_tokens": 20864, "output_tokens": 1062}, "stderr_preview": "2026-05-04T09:49:03.833252Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:49:06.348081Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=region.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "children", + "condition_col": "region", + "condition_value": "southwest", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bb1d887118f5ba9f6cd52e93cf3aaa9813e207c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-a281-7f10-b31f-38fb02b926d8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southwest' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"children\\\" and condition_col=\\\"region\\\", measuring the within-group proportion of rows where region = 'southwest'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21667,"cached_input_tokens":20864,"output_tokens":154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb168ac1aae91576a406f5910ecdf0c6093d1758 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"region\" = 'southwest' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY \"condition_rate\" DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"children\" and condition_col=\"region\", measuring the within-group proportion of rows where region = 'southwest'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdc68114ff5b9ad5dc4f72d5840c7e84c0bf67b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:00.663632Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:03.003687Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:12.883610Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3fcba2f2f8e0a2e74dc11f836d8f3ff6a01ad5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=region. +Result preview: [{"children": "5", "condition_rate": 0.47619047619047616}, {"children": "4", "condition_rate": 0.3076923076923077}, {"children": "0", "condition_rate": 0.24620573355817876}, {"children": "1", "condition_rate": 0.24107142857142858}, {"children": "2", "condition_rate": 0.23790322580645162}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..82fab43444605172c451191433ce34024454610f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_cdcfbb32803850ef +-- problem_id: v2p_m4_704ad59ef32105da +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "region" = 'southwest' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m4" +GROUP BY "children" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fea95801a6efeea64ffdc0d0ad2e9130188145a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"children\",\n AVG(CASE WHEN \"region\" = 'southwest' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"children\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"children\\\",\\n AVG(CASE WHEN \\\"region\\\" = 'southwest' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"children\", \"condition_rate\"], \"rows\": [{\"children\": \"5\", \"condition_rate\": 0.47619047619047616}, {\"children\": \"4\", \"condition_rate\": 0.3076923076923077}, {\"children\": \"0\", \"condition_rate\": 0.24620573355817876}, {\"children\": \"1\", \"condition_rate\": 0.24107142857142858}, {\"children\": \"2\", \"condition_rate\": 0.23790322580645162}, {\"children\": \"3\", \"condition_rate\": 0.2345679012345679}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cdacc246168b59334e4a2573415f776825eda136 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:31:00.460716+00:00", + "ended_at": "2026-05-04T09:31:13.559753+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_cdcfbb32803850ef", + "problem_id": "v2p_m4_704ad59ef32105da", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=children, condition_col=region.", + "bindings": { + "group_col": "children", + "condition_col": "region", + "condition_value": "southwest", + "positive_value": "southeast", + "negative_value": "southwest", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_cdcfbb32803850ef.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_cdcfbb32803850ef", + "api_calls": 0, + "input_tokens": 21667, + "cached_input_tokens": 20864, + "output_tokens": 154, + "total_tokens": 21821, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1577, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1682, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13068.03, + "sql_execution_elapsed_ms_total": 2.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_cdcfbb32803850ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0945e279b96eb6dfd616d0146c01d2e4873a034 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_cdcfbb32803850ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:13.549234+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13068.03, "started_at": "2026-05-04T09:31:00.462968+00:00", "ended_at": "2026-05-04T09:31:13.531299+00:00", "prompt_metrics": {"chars": 5568, "bytes_utf8": 5568, "lines": 183, "estimated_tokens": 1577}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21667, "cached_input_tokens": 20864, "output_tokens": 154}, "stderr_preview": "2026-05-04T09:31:00.663632Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:03.003687Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a65a8afedf41add62791d2f275bdf7c36467f4a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-9a58-7340-935c-5fe427dd02cc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"smoker\\\" and measure_col=\\\"children\\\". Cast \\\"children\\\" from TEXT to REAL for a reliable numeric average in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21603,"cached_input_tokens":19840,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3c263f6c7bdecf2e4b49e29096f7b9be52ad612 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"smoker\" and measure_col=\"children\". Cast \"children\" from TEXT to REAL for a reliable numeric average in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c01c92a0c72113025413aab9e22896a047d714a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:57.690126Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:00.096643Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:08.486282Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..133bfb3b4b8c4694380a0e6429920fc0e129eaad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children. +Result preview: [{"smoker": "yes", "avg_measure": 1.1170212765957446}, {"smoker": "no", "avg_measure": 1.0978260869565217}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a841fc6a872bb8df97da3c034def986afefe6d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_ce12b7285c877b61 +-- problem_id: v2p_m4_d53eece879f42a7a +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92c254e17f9f501c60b710fa2ce9afe503d77414 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"smoker\", AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"smoker\\\", AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"smoker\", \"avg_measure\"], \"rows\": [{\"smoker\": \"yes\", \"avg_measure\": 1.1170212765957446}, {\"smoker\": \"no\", \"avg_measure\": 1.0978260869565217}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f5e9c88c91298ce53223e91bb5f489b42ffb7761 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:18:57.476995+00:00", + "ended_at": "2026-05-04T09:19:09.297604+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_ce12b7285c877b61", + "problem_id": "v2p_m4_d53eece879f42a7a", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=smoker, measure_col=children.", + "bindings": { + "group_col": "smoker", + "measure_col": "children", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_ce12b7285c877b61.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ce12b7285c877b61", + "api_calls": 0, + "input_tokens": 21603, + "cached_input_tokens": 19840, + "output_tokens": 144, + "total_tokens": 21747, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1513, + "estimated_output_tokens": 93, + "estimated_total_tokens": 1606, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11787.19, + "sql_execution_elapsed_ms_total": 2.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_ce12b7285c877b61\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf73a1337a0e0581ae4adf526cce71eb23817160 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ce12b7285c877b61/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:09.287398+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11787.19, "started_at": "2026-05-04T09:18:57.479214+00:00", "ended_at": "2026-05-04T09:19:09.266589+00:00", "prompt_metrics": {"chars": 5307, "bytes_utf8": 5307, "lines": 180, "estimated_tokens": 1513}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 21603, "cached_input_tokens": 19840, "output_tokens": 144}, "stderr_preview": "2026-05-04T09:18:57.690126Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:00.096643Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "planned_template_id": "tpl_m4_two_dimensional_group_avg", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3055502e511d1093202a10dd81cb87bf84e93819 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-a4c1-70a1-94b7-e0ad5464f5c3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Two-Dimensional Group Average template with bindings group_col=sex, group_col_2=children, and measure_col=age. CAST to REAL ensures SQLite computes the average numerically because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21656,"cached_input_tokens":3968,"output_tokens":173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3af4229e049658d9e86586b97378c40913a6e8ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;","notes":"Used the required Two-Dimensional Group Average template with bindings group_col=sex, group_col_2=children, and measure_col=age. CAST to REAL ensures SQLite computes the average numerically because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a24bd09d200ff0376a9e8bd0646e9c2da8156c81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:55.706502Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:58.159553Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:06.117983Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ccc4bd08eac33e5144de2e71b8d3b3ec75a336 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age. +Result preview: [{"sex": "female", "children": "4", "avg_measure": 42.0}, {"sex": "female", "children": "3", "avg_measure": 41.864197530864196}, {"sex": "male", "children": "3", "avg_measure": 40.925925925925924}, {"sex": "female", "children": "2", "avg_measure": 40.057377049180324}, {"sex": "female", "children": "1", "avg_measure": 39.644171779141104}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..73a91e77a18d2e4fd1772b301b6bcda33fcca95e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_ceb3d4698f168f3a +-- problem_id: v2p_m4_06a47d20259be27a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14e5e13b3c69e83e1a6378a6023ba3527b3afbc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_two_dimensional_group_avg\nSELECT \"sex\", \"children\", AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_two_dimensional_group_avg\\nSELECT \\\"sex\\\", \\\"children\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"children\", \"avg_measure\"], \"rows\": [{\"sex\": \"female\", \"children\": \"4\", \"avg_measure\": 42.0}, {\"sex\": \"female\", \"children\": \"3\", \"avg_measure\": 41.864197530864196}, {\"sex\": \"male\", \"children\": \"3\", \"avg_measure\": 40.925925925925924}, {\"sex\": \"female\", \"children\": \"2\", \"avg_measure\": 40.057377049180324}, {\"sex\": \"female\", \"children\": \"1\", \"avg_measure\": 39.644171779141104}, {\"sex\": \"male\", \"children\": \"1\", \"avg_measure\": 38.97687861271676}, {\"sex\": \"male\", \"children\": \"2\", \"avg_measure\": 38.53968253968254}, {\"sex\": \"female\", \"children\": \"0\", \"avg_measure\": 38.48148148148148}, {\"sex\": \"male\", \"children\": \"0\", \"avg_measure\": 38.38175675675676}, {\"sex\": \"female\", \"children\": \"5\", \"avg_measure\": 37.22222222222222}, {\"sex\": \"male\", \"children\": \"4\", \"avg_measure\": 36.4}, {\"sex\": \"male\", \"children\": \"5\", \"avg_measure\": 34.916666666666664}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6440a2355894f20a52dde69a84ca14a34b0c2ad3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:29:55.485381+00:00", + "ended_at": "2026-05-04T09:30:07.140934+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_ceb3d4698f168f3a", + "problem_id": "v2p_m4_06a47d20259be27a", + "dataset_id": "m4", + "template_id": "tpl_m4_two_dimensional_group_avg", + "template_name": "Two-Dimensional Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, group_col_2=children, measure_col=age.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "measure_col": "age", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_ceb3d4698f168f3a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ceb3d4698f168f3a", + "api_calls": 0, + "input_tokens": 21656, + "cached_input_tokens": 3968, + "output_tokens": 173, + "total_tokens": 21829, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1566, + "estimated_output_tokens": 108, + "estimated_total_tokens": 1674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11593.53, + "sql_execution_elapsed_ms_total": 3.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_ceb3d4698f168f3a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19354179b491581f45c210aba797a4a902af1ef8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ceb3d4698f168f3a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:07.127730+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11593.53, "started_at": "2026-05-04T09:29:55.491522+00:00", "ended_at": "2026-05-04T09:30:07.084861+00:00", "prompt_metrics": {"chars": 5460, "bytes_utf8": 5460, "lines": 182, "estimated_tokens": 1566}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 21656, "cached_input_tokens": 3968, "output_tokens": 173}, "stderr_preview": "2026-05-04T09:29:55.706502Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:58.159553Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5979eb431d333e881f9fee42f6e01a2016309a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (PARTITION BY \"region\" ORDER BY CAST(\"age\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"region\",\n \"age_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"region\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..405b8069b7871b47ce01cfde16b760852a821f40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df265-bb42-7ce0-8357-a0b89e71dd36"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"region\\\" ORDER BY CAST(\\\"age\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"age_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"region\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-percentile template with group_col=\\\"region\\\" and measure_col=\\\"age\\\". Since SQLite does not support PERCENTILE_CONT, this query uses the nearest-rank 95th percentile per region via window functions and numeric casting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21639,"cached_input_tokens":20864,"output_tokens":394}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cb00e4bdd8e19044cd91808a311f97cde15343c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (PARTITION BY \"region\" ORDER BY CAST(\"age\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"region\",\n \"age_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"region\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped-percentile template with group_col=\"region\" and measure_col=\"age\". Since SQLite does not support PERCENTILE_CONT, this query uses the nearest-rank 95th percentile per region via window functions and numeric casting."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..268381115986e5575756386496cd15b95e285dcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df266-118d-7733-a102-15a2d06955bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"age_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((\\\"cnt\\\" * 95) + 99) / 100 AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"region\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL(0.95 * cnt) with SQLite-compatible integer arithmetic for the 95th-percentile row index: ((cnt * 95) + 99) / 100.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21891,"cached_input_tokens":20864,"output_tokens":492}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..64426d36d94c883931a6e046e054c04f3059299e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"region\",\n \"age_value\",\n \"rn\",\n \"cnt\",\n ((\"cnt\" * 95) + 99) / 100 AS \"target_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"region\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL(0.95 * cnt) with SQLite-compatible integer arithmetic for the 95th-percentile row index: ((cnt * 95) + 99) / 100."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ca6520f0a01daf3eeb98a136436dff17d346c3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,59 @@ +2026-05-04T09:50:46.647515Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:50:49.951194Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:50:51.682138Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:50:51.687034Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected before completion: tls handshake eof +2026-05-04T09:51:05.521876Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e8d337ae63f96a27c63197487e803110132acf2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:51:08.739980Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:51:13.362593Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:51:25.999420Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdefc7db709008b45ebd243775529c5e9d045f7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=age. +Result preview: [{"region": "northwest", "percentile_measure": 62.0}, {"region": "southeast", "percentile_measure": 62.0}, {"region": "northeast", "percentile_measure": 61.0}, {"region": "southwest", "percentile_measure": 61.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..84213d8813f747b2ec462205b9d343a5ea2ab486 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_d220c33d4c20ca00 +-- problem_id: v2p_m4_fb68dea603b3d480 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "region", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER (PARTITION BY "region" ORDER BY CAST("age" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "region") AS "cnt" + FROM "m4" + WHERE "region" IS NOT NULL + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "region", + "age_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ordered" +) +SELECT + "region", + "age_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..602d3c3be24f3c9bddacfb8437c958a81a58daf2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"region\",\n CAST(\"age\" AS REAL) AS \"age_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"region\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"region\",\n \"age_value\",\n \"rn\",\n \"cnt\",\n ((\"cnt\" * 95) + 99) / 100 AS \"target_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"region\",\n \"age_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"region\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n \\\"age_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((\\\"cnt\\\" * 95) + 99) / 100 AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"region\\\",\\n \\\"age_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"region\", \"percentile_measure\"], \"rows\": [{\"region\": \"northwest\", \"percentile_measure\": 62.0}, {\"region\": \"southeast\", \"percentile_measure\": 62.0}, {\"region\": \"northeast\", \"percentile_measure\": 61.0}, {\"region\": \"southwest\", \"percentile_measure\": 61.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..abf8cb2e3d3f1bda0f8862f1e90e3cfe68622814 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:50:46.455559+00:00", + "ended_at": "2026-05-04T09:51:32.669167+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d220c33d4c20ca00", + "problem_id": "v2p_m4_fb68dea603b3d480", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=age.", + "bindings": { + "group_col": "region", + "measure_col": "age", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_d220c33d4c20ca00.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d220c33d4c20ca00", + "api_calls": 0, + "input_tokens": 43530, + "cached_input_tokens": 41728, + "output_tokens": 886, + "total_tokens": 44416, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 3350, + "estimated_output_tokens": 546, + "estimated_total_tokens": 3896, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 46151.18, + "sql_execution_elapsed_ms_total": 10.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d220c33d4c20ca00\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af3bccdf87d66208a18b4ee78f3e62e743d4ea98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d220c33d4c20ca00/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:51:08.542882+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22066.17, "started_at": "2026-05-04T09:50:46.457440+00:00", "ended_at": "2026-05-04T09:51:08.523173+00:00", "prompt_metrics": {"chars": 5471, "bytes_utf8": 5471, "lines": 180, "estimated_tokens": 1549}, "response_metrics": {"chars": 957, "bytes_utf8": 957, "lines": 1, "estimated_tokens": 274}, "usage": {"input_tokens": 21639, "cached_input_tokens": 20864, "output_tokens": 394}, "stderr_preview": "2026-05-04T09:50:46.647515Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:50:49.951194Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=children, group_col_2=region.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..13c2a3ec48adc9855b882190ad43e6ce804bd574 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df26b-c11b-7a92-9a82-e6c0797d55f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"children\\\",\\n \\\"region\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY support ASC, \\\"children\\\", \\\"region\\\"\\nLIMIT 16;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with group_col=\\\"children\\\", group_col_2=\\\"region\\\", and top_k=16. Double-quoted identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21678,"cached_input_tokens":20864,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8abc3e920b53f1a75de90ff52a6224aaade16310 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"children\",\n \"region\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY support ASC, \"children\", \"region\"\nLIMIT 16;","notes":"Used the provided Pairwise Sparse Slice Count template with group_col=\"children\", group_col_2=\"region\", and top_k=16. Double-quoted identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3c6ec9e89d25dbcffa8ac6eb8cf2f850b16cb2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:57:21.367781Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:57:23.650934Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:57:30.849528Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2534acb87365863a1f0f11c03cb386b002e93cb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=children, group_col_2=region. +Result preview: [{"children": "5", "region": "northwest", "support": 4}, {"children": "5", "region": "northeast", "support": 6}, {"children": "4", "region": "southeast", "support": 10}, {"children": "4", "region": "northwest", "support": 12}, {"children": "5", "region": "southeast", "support": 12}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5cf6033250191b768d157f4eb920034f10948844 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_d247ec36a628d055 +-- problem_id: v2p_m4_b6446b7848d55043 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + "region", + COUNT(*) AS support +FROM "m4" +GROUP BY "children", "region" +ORDER BY support ASC, "children", "region" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c1cec4fbccf1f9ec00abd9e85bb2134066bd9d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"children\",\n \"region\",\n COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY support ASC, \"children\", \"region\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"children\\\",\\n \\\"region\\\",\\n COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY support ASC, \\\"children\\\", \\\"region\\\"\\nLIMIT 16;\", \"columns\": [\"children\", \"region\", \"support\"], \"rows\": [{\"children\": \"5\", \"region\": \"northwest\", \"support\": 4}, {\"children\": \"5\", \"region\": \"northeast\", \"support\": 6}, {\"children\": \"4\", \"region\": \"southeast\", \"support\": 10}, {\"children\": \"4\", \"region\": \"northwest\", \"support\": 12}, {\"children\": \"5\", \"region\": \"southeast\", \"support\": 12}, {\"children\": \"4\", \"region\": \"northeast\", \"support\": 14}, {\"children\": \"4\", \"region\": \"southwest\", \"support\": 16}, {\"children\": \"5\", \"region\": \"southwest\", \"support\": 20}, {\"children\": \"3\", \"region\": \"southeast\", \"support\": 72}, {\"children\": \"3\", \"region\": \"southwest\", \"support\": 76}, {\"children\": \"3\", \"region\": \"northeast\", \"support\": 80}, {\"children\": \"3\", \"region\": \"northwest\", \"support\": 96}, {\"children\": \"2\", \"region\": \"northeast\", \"support\": 104}, {\"children\": \"2\", \"region\": \"southwest\", \"support\": 118}, {\"children\": \"2\", \"region\": \"northwest\", \"support\": 134}, {\"children\": \"2\", \"region\": \"southeast\", \"support\": 140}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ed87ac385c2a16a8c3c709f0a6355b17f506d3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:57:21.179818+00:00", + "ended_at": "2026-05-04T09:57:31.738034+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d247ec36a628d055", + "problem_id": "v2p_m4_b6446b7848d55043", + "dataset_id": "m4", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=children, group_col_2=region.", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_d247ec36a628d055.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d247ec36a628d055", + "api_calls": 0, + "input_tokens": 21678, + "cached_input_tokens": 20864, + "output_tokens": 121, + "total_tokens": 21799, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1590, + "estimated_output_tokens": 105, + "estimated_total_tokens": 1695, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10527.01, + "sql_execution_elapsed_ms_total": 2.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d247ec36a628d055\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f79a1994330b8964afd850d1166b4dfaa16e15a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d247ec36a628d055/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:57:31.727581+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10527.01, "started_at": "2026-05-04T09:57:21.181262+00:00", "ended_at": "2026-05-04T09:57:31.708356+00:00", "prompt_metrics": {"chars": 5472, "bytes_utf8": 5472, "lines": 180, "estimated_tokens": 1590}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 21678, "cached_input_tokens": 20864, "output_tokens": 121}, "stderr_preview": "2026-05-04T09:57:21.367781Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:57:23.650934Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "10096.97", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..639defb5bbc66ec1bc947f2167a6f7631632d31b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-7c9b-77f3-8ef9-fcb8f07c6f28"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"sex\\\", group_col_2=\\\"children\\\", and target_col=\\\"charges\\\". Since the SQLite schema stores all fields as TEXT, the bound target value is compared as a string literal.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":228}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9b03fc61014d9d77d4aeb0c54690ec57f086b72 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"sex\", group_col_2=\"children\", and target_col=\"charges\". Since the SQLite schema stores all fields as TEXT, the bound target value is compared as a string literal."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d3733bdf584158a31d680b09d262524c8d01cdb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:17.748898Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:20.052581Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:30.875886Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad69fd958daca824e9a0c00dda23bb4eab58ae5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=children, target_col=charges. +Result preview: [{"sex": "male", "children": "5", "target_rate": 0.16666666666666666}, {"sex": "female", "children": "0", "target_rate": 0.0}, {"sex": "female", "children": "1", "target_rate": 0.0}, {"sex": "female", "children": "2", "target_rate": 0.0}, {"sex": "female", "children": "3", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0e43b1223cb1092a7832830194df2fa5e7724d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_d2cce2edbc640b3d +-- problem_id: v2p_m4_3f723e9160cf42e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01a2706f5c2741b8aecb86a18b10294ab6c7103a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN \"charges\" = '10096.97' THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10096.97' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"children\", \"target_rate\"], \"rows\": [{\"sex\": \"male\", \"children\": \"5\", \"target_rate\": 0.16666666666666666}, {\"sex\": \"female\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"1\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"5\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"1\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"4\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4c63d15b252e8d8b009f04bfc35c6c34606b99d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:24:17.521971+00:00", + "ended_at": "2026-05-04T09:24:31.684145+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d2cce2edbc640b3d", + "problem_id": "v2p_m4_3f723e9160cf42e0", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "10096.97", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_d2cce2edbc640b3d.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d2cce2edbc640b3d", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 228, + "total_tokens": 21933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 126, + "estimated_total_tokens": 1741, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14129.31, + "sql_execution_elapsed_ms_total": 3.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d2cce2edbc640b3d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1e374daacf5878c7e00ec86ffa8d11a052c16e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d2cce2edbc640b3d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:31.672456+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14129.31, "started_at": "2026-05-04T09:24:17.525030+00:00", "ended_at": "2026-05-04T09:24:31.654243+00:00", "prompt_metrics": {"chars": 5607, "bytes_utf8": 5607, "lines": 183, "estimated_tokens": 1615}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 228}, "stderr_preview": "2026-05-04T09:24:17.748898Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:20.052581Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c646fb2010fae382b00fdc9a201b4e82df73937 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df263-c734-7e52-8262-11d4a021e8a8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"children\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"children\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"children\\\",\\n \\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((9 * \\\"cnt\\\") + 9) / 10\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per children group. Numeric text fields are cast to REAL for ordering and output.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21640,"cached_input_tokens":20864,"output_tokens":665}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73daeedfa748c2e48c36dba10399dda942f83fd4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"children\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n)\nSELECT\n \"children\",\n \"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = ((9 * \"cnt\") + 9) / 10\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per children group. Numeric text fields are cast to REAL for ordering and output."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5bdbf76c07be5279e39d4ea1e07b3aad44307eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:48:38.677495Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:48:41.029030Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:48:59.370084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e8b7aae3eaefa5c7b00e867eeccfceac4d4da3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=bmi. +Result preview: [{"children": "4", "percentile_measure": 39.71}, {"children": "0", "percentile_measure": 39.16}, {"children": "1", "percentile_measure": 38.83}, {"children": "2", "percentile_measure": 38.6}, {"children": "3", "percentile_measure": 38.06}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ddf4372e8f4005bade205008c9d5769d78bd852 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_d3a561f4087e2bb7 +-- problem_id: v2p_m4_e1fbea202f67e49a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "children", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "children" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "children") AS "cnt" + FROM "m4" + WHERE "children" IS NOT NULL + AND "bmi" IS NOT NULL +) +SELECT + "children", + "bmi_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = ((9 * "cnt") + 9) / 10 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08b82202c9a059f2c3c34ac6b5c84e66c6e35191 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"children\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"children\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"children\") AS \"cnt\"\n FROM \"m4\"\n WHERE \"children\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n)\nSELECT\n \"children\",\n \"bmi_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = ((9 * \"cnt\") + 9) / 10\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"children\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"children\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"children\\\") AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"children\\\",\\n \\\"bmi_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((9 * \\\"cnt\\\") + 9) / 10\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"children\", \"percentile_measure\"], \"rows\": [{\"children\": \"4\", \"percentile_measure\": 39.71}, {\"children\": \"0\", \"percentile_measure\": 39.16}, {\"children\": \"1\", \"percentile_measure\": 38.83}, {\"children\": \"2\", \"percentile_measure\": 38.6}, {\"children\": \"3\", \"percentile_measure\": 38.06}, {\"children\": \"5\", \"percentile_measure\": 37.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b1abe302c6253966d52285cab9ca6a2c54a55cbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:48:38.427309+00:00", + "ended_at": "2026-05-04T09:49:00.298672+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d3a561f4087e2bb7", + "problem_id": "v2p_m4_e1fbea202f67e49a", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=children, measure_col=bmi.", + "bindings": { + "group_col": "children", + "measure_col": "bmi", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_d3a561f4087e2bb7.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d3a561f4087e2bb7", + "api_calls": 0, + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 665, + "total_tokens": 22305, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1550, + "estimated_output_tokens": 219, + "estimated_total_tokens": 1769, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21827.63, + "sql_execution_elapsed_ms_total": 12.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d3a561f4087e2bb7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a5943e977b5c8fcb924cd48748500a7c7549654 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d3a561f4087e2bb7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:49:00.277621+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21827.63, "started_at": "2026-05-04T09:48:38.429666+00:00", "ended_at": "2026-05-04T09:49:00.256806+00:00", "prompt_metrics": {"chars": 5472, "bytes_utf8": 5472, "lines": 180, "estimated_tokens": 1550}, "response_metrics": {"chars": 759, "bytes_utf8": 759, "lines": 1, "estimated_tokens": 219}, "usage": {"input_tokens": 21640, "cached_input_tokens": 20864, "output_tokens": 665}, "stderr_preview": "2026-05-04T09:48:38.677495Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:48:41.029030Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "12032.326", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ff9a1c3d2fa81c1a98a637e0bd0bcc98170555a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-edbd-7a13-a3d1-5107e50d2ed1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with bindings group_col=sex, group_col_2=children, target_col=charges. Cast \\\"charges\\\" to REAL because the schema stores values as TEXT and the bound target_value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21705,"cached_input_tokens":20864,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac594231ac08a0f2a7e198492f9d860873b468ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with bindings group_col=sex, group_col_2=children, target_col=charges. Cast \"charges\" to REAL because the schema stores values as TEXT and the bound target_value is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b99faacd5dbc85967d81edc22ed9661a22a44968 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:57.781074Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:00.145783Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:08.076116Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0451e49605b58bfb9519b98298fecc332911e305 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=children, target_col=charges. +Result preview: [{"sex": "female", "children": "1", "target_rate": 0.012269938650306749}, {"sex": "female", "children": "0", "target_rate": 0.0}, {"sex": "female", "children": "2", "target_rate": 0.0}, {"sex": "female", "children": "3", "target_rate": 0.0}, {"sex": "female", "children": "4", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f9877ca295aa367944ddd939de000836664d516 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_d52b74d968f0d7ed +-- problem_id: v2p_m4_94dd0ae57e088e5e +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN CAST("charges" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4394257e29446f442dbb40d77a4204089e0d9799 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"children\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"children\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"children\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"children\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"children\", \"target_rate\"], \"rows\": [{\"sex\": \"female\", \"children\": \"1\", \"target_rate\": 0.012269938650306749}, {\"sex\": \"female\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"children\": \"5\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"0\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"1\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"2\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"3\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"4\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"children\": \"5\", \"target_rate\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf5736a33f55b9d6f86b56f67d2384ca123f0adc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:26:57.582230+00:00", + "ended_at": "2026-05-04T09:27:08.841668+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d52b74d968f0d7ed", + "problem_id": "v2p_m4_94dd0ae57e088e5e", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=children, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "children", + "target_col": "charges", + "target_value": "12032.326", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_d52b74d968f0d7ed.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d52b74d968f0d7ed", + "api_calls": 0, + "input_tokens": 21705, + "cached_input_tokens": 20864, + "output_tokens": 144, + "total_tokens": 21849, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1615, + "estimated_output_tokens": 128, + "estimated_total_tokens": 1743, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11224.51, + "sql_execution_elapsed_ms_total": 3.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d52b74d968f0d7ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..778ad056cdf17ecf57d4dea5fe3d4c07337bd0bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d52b74d968f0d7ed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:08.828476+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11224.51, "started_at": "2026-05-04T09:26:57.584656+00:00", "ended_at": "2026-05-04T09:27:08.808933+00:00", "prompt_metrics": {"chars": 5608, "bytes_utf8": 5608, "lines": 183, "estimated_tokens": 1615}, "response_metrics": {"chars": 492, "bytes_utf8": 492, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 21705, "cached_input_tokens": 20864, "output_tokens": 144}, "stderr_preview": "2026-05-04T09:26:57.781074Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:00.145783Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "charges", + "predicate_op": ">=", + "predicate_value": 16577.7795, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf5cbcda408a9140a25c0ba3ca7895f81950b1ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25f-ba42-7082-913e-839a928be57e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"charges\\\" AS REAL) >= 16577.7795\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"children\\\" and cast \\\"charges\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21653,"cached_input_tokens":20864,"output_tokens":188}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa4a10e7f2e17b78e62dfa9b3f258735c304942e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"charges\" AS REAL) >= 16577.7795\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"children\" and cast \"charges\" to REAL because the SQLite schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..107da855ea37239c9b3ea1de9cd4198b1c1c24bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:44:13.204120Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:44:17.723076Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:44:28.162172Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..67a3c5d2845eb0e3011f82d44f137965b9cd6c61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children. +Result preview: [{"children": "0", "support": 268}, {"children": "1", "support": 164}, {"children": "2", "support": 152}, {"children": "3", "support": 94}, {"children": "4", "support": 14}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..92061d106bdfd9e5c4932a9425fceec0cbae65c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_d828cdf2a0c1f497 +-- problem_id: v2p_m4_5ad45865eec5eff2 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("charges" AS REAL) >= 16577.7795 +GROUP BY "children" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd0a3893b616898cc959d35f0711377294454930 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"charges\" AS REAL) >= 16577.7795\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"charges\\\" AS REAL) >= 16577.7795\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"0\", \"support\": 268}, {\"children\": \"1\", \"support\": 164}, {\"children\": \"2\", \"support\": 152}, {\"children\": \"3\", \"support\": 94}, {\"children\": \"4\", \"support\": 14}, {\"children\": \"5\", \"support\": 2}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2bcd6385ffc222a4033f821d62cfe06e4dcb7117 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:44:12.988615+00:00", + "ended_at": "2026-05-04T09:44:29.308044+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d828cdf2a0c1f497", + "problem_id": "v2p_m4_5ad45865eec5eff2", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "charges", + "predicate_op": ">=", + "predicate_value": 16577.7795, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_d828cdf2a0c1f497.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d828cdf2a0c1f497", + "api_calls": 0, + "input_tokens": 21653, + "cached_input_tokens": 20864, + "output_tokens": 188, + "total_tokens": 21841, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1565, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16289.7, + "sql_execution_elapsed_ms_total": 2.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d828cdf2a0c1f497\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ae709aba50fb6632dd06cfc039287b145e97ed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:44:29.298354+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16289.7, "started_at": "2026-05-04T09:44:12.990334+00:00", "ended_at": "2026-05-04T09:44:29.280194+00:00", "prompt_metrics": {"chars": 5496, "bytes_utf8": 5496, "lines": 182, "estimated_tokens": 1565}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 21653, "cached_input_tokens": 20864, "output_tokens": 188}, "stderr_preview": "2026-05-04T09:44:13.204120Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:44:17.723076Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 16577.7795\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"children\\\" and cast \\\"charges\\\" to REAL because the SQLite schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7c361c4045d7a50a6b41c0131fa9e7a08edc0d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d828cdf2a0c1f497/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d828cdf2a0c1f497", + "api_calls": 0, + "input_tokens": 21653, + "cached_input_tokens": 20864, + "output_tokens": 188, + "total_tokens": 21841, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1565, + "estimated_output_tokens": 101, + "estimated_total_tokens": 1666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16289.7, + "sql_execution_elapsed_ms_total": 2.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d828cdf2a0c1f497\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62a7d46e111a3d416583d1b338d30914069e7530 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5488, "bytes_utf8": 5488, "lines": 182, "estimated_tokens": 1565}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21653, "cached_input_tokens": 20864, "output_tokens": 188}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..91626b765c0112eab20f1e49649bb9c8fde3fc98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d83f11c9eda894ea", + "api_calls": 0, + "input_tokens": 21653, + "cached_input_tokens": 20864, + "output_tokens": 188, + "total_tokens": 21841, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1565, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12558.66, + "sql_execution_elapsed_ms_total": 1.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d83f11c9eda894ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5465a8082e77c2b3dd5679e5d0dc7049ea946cbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:46:30.524696+00:00", + "ended_at": "2026-05-04T09:46:43.082272+00:00", + "elapsed_ms": 12558.66, + "prompt_metrics": { + "chars": 5488, + "bytes_utf8": 5488, + "lines": 182, + "estimated_tokens": 1565 + }, + "stdout_metrics": { + "chars": 723, + "bytes_utf8": 723, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13142 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 21653, + "cached_input_tokens": 20864, + "output_tokens": 188 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ed1d433068b0f52f74241c2af636bdaa2d791aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sex.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "sex", + "predicate_col": "charges", + "predicate_op": ">=", + "predicate_value": 16577.7795, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36051612f15d0e7f0aa64535bcf9090480dd0be9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df261-d385-7c63-b038-9c3b7d329203"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"charges\\\" AS REAL) >= 16577.7795\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 15;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"sex\\\" and a numeric cast on \\\"charges\\\" because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21653,"cached_input_tokens":20864,"output_tokens":188}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..721a12a0684447564c6e777e42e6c4c1de67da54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS \"support\"\nFROM \"m4\"\nWHERE CAST(\"charges\" AS REAL) >= 16577.7795\nGROUP BY \"sex\"\nORDER BY \"support\" DESC\nLIMIT 15;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=\"sex\" and a numeric cast on \"charges\" because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da07b6a29f019760b3c25b68d44811e7e89df074 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:46:30.729112Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:46:33.118065Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:46:41.847539Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a64d062708fc74e21f3b484b485fa63f9e2225c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sex. +Result preview: [{"sex": "male", "support": 394}, {"sex": "female", "support": 300}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..02b49cdcbbd69311353afe3738bd4878bdf4cef3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_d83f11c9eda894ea +-- problem_id: v2p_m4_91528d9194c79f45 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS "support" +FROM "m4" +WHERE CAST("charges" AS REAL) >= 16577.7795 +GROUP BY "sex" +ORDER BY "support" DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da6d311ddcd01d4dd0c0cd650fe79ed63c027929 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"sex\", COUNT(*) AS \"support\"\nFROM \"m4\"\nWHERE CAST(\"charges\" AS REAL) >= 16577.7795\nGROUP BY \"sex\"\nORDER BY \"support\" DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"sex\\\", COUNT(*) AS \\\"support\\\"\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"charges\\\" AS REAL) >= 16577.7795\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 15;\", \"columns\": [\"sex\", \"support\"], \"rows\": [{\"sex\": \"male\", \"support\": 394}, {\"sex\": \"female\", \"support\": 300}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..70b38b1f0b558ad1d1b07ec83a40fc8ce0093d6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:46:30.522004+00:00", + "ended_at": "2026-05-04T09:46:43.117530+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d83f11c9eda894ea", + "problem_id": "v2p_m4_91528d9194c79f45", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=sex.", + "bindings": { + "group_col": "sex", + "predicate_col": "charges", + "predicate_op": ">=", + "predicate_value": 16577.7795, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_d83f11c9eda894ea.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d83f11c9eda894ea", + "api_calls": 0, + "input_tokens": 21653, + "cached_input_tokens": 20864, + "output_tokens": 188, + "total_tokens": 21841, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1565, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12558.66, + "sql_execution_elapsed_ms_total": 1.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d83f11c9eda894ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0b6dfdda91d5ac3570b2d6bafa49de1b9a9fe2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:46:43.106255+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12558.66, "started_at": "2026-05-04T09:46:30.524696+00:00", "ended_at": "2026-05-04T09:46:43.082272+00:00", "prompt_metrics": {"chars": 5488, "bytes_utf8": 5488, "lines": 182, "estimated_tokens": 1565}, "response_metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21653, "cached_input_tokens": 20864, "output_tokens": 188}, "stderr_preview": "2026-05-04T09:46:30.729112Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:46:33.118065Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 16577.7795\\nGROUP BY \\\"sex\\\"\\nORDER BY \\\"support\\\" DESC\\nLIMIT 15;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=\\\"sex\\\" and a numeric cast on \\\"charges\\\" because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55915cab70cff996c54413ac3026bdb8a7626d38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d83f11c9eda894ea/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d83f11c9eda894ea", + "api_calls": 0, + "input_tokens": 21653, + "cached_input_tokens": 20864, + "output_tokens": 188, + "total_tokens": 21841, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1565, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12558.66, + "sql_execution_elapsed_ms_total": 1.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d83f11c9eda894ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d8972852c3e5c637ace52b7ab5cadd0c8fbe9f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5463, "bytes_utf8": 5463, "lines": 180, "estimated_tokens": 1549}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 824, "bytes_utf8": 824, "lines": 1, "estimated_tokens": 242}, "usage": {"input_tokens": 21639, "cached_input_tokens": 20864, "output_tokens": 648}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5ac70ff89ca5bd1ab7c436d7a15dc6becbff13c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d8506dd2e8622312", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 648, + "total_tokens": 22287, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 242, + "estimated_total_tokens": 1791, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22011.33, + "sql_execution_elapsed_ms_total": 10.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d8506dd2e8622312\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a902f6b9a52abf95a2dc42bc40ebb1b8755c198f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:47:57.142304+00:00", + "ended_at": "2026-05-04T09:48:19.153676+00:00", + "elapsed_ms": 22011.33, + "prompt_metrics": { + "chars": 5463, + "bytes_utf8": 5463, + "lines": 180, + "estimated_tokens": 1549 + }, + "stdout_metrics": { + "chars": 1229, + "bytes_utf8": 1229, + "lines": 4, + "estimated_tokens": 396 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 824, + "bytes_utf8": 824, + "lines": 1, + "estimated_tokens": 242 + }, + "usage": { + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 648 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..120a8b5f5c1fdec6980c2b26cd5e91e0b40efcba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,180 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12927e024a497e3547817731def3309402568898 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df263-25fd-7fb0-b153-e42e4b357ab3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"age_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" - 1) * 0.95) AS INT) + 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the requested grouped-percentile pattern with group_col=\\\"sex\\\" and measure_col=\\\"age\\\". Since SQLite does not support PERCENTILE_CONT, this uses a nearest-rank style percentile point via window functions, casting \\\"age\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21639,"cached_input_tokens":20864,"output_tokens":648}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cecd54ce977cd7209bf81ae80ac19aee18300ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n)\nSELECT\n \"sex\",\n \"age_num\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" - 1) * 0.95) AS INT) + 1\nORDER BY \"percentile_measure\" DESC;","notes":"Used the requested grouped-percentile pattern with group_col=\"sex\" and measure_col=\"age\". Since SQLite does not support PERCENTILE_CONT, this uses a nearest-rank style percentile point via window functions, casting \"age\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e51112145f6a73c57c04d7e9e21f1ad3b04a0d5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:47:57.360222Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:47:59.767558Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:48:18.392335Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac7d9345ec84b43af4f734e604e313e4978aab00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "female", "percentile_measure": 62.0}, {"sex": "male", "percentile_measure": 61.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc25a58f916716552a273e874c4968f153edf870 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_d8506dd2e8622312 +-- problem_id: v2p_m4_b943dda71778178f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_num", + ROW_NUMBER() OVER ( + PARTITION BY "sex" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sex" + ) AS "cnt" + FROM "m4" + WHERE "sex" IS NOT NULL + AND "age" IS NOT NULL +) +SELECT + "sex", + "age_num" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((("cnt" - 1) * 0.95) AS INT) + 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b1fee9d29e188c9d158fda767cac38f8989d9b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"sex\",\n CAST(\"age\" AS REAL) AS \"age_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"sex\"\n ORDER BY CAST(\"age\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"sex\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"sex\" IS NOT NULL\n AND \"age\" IS NOT NULL\n)\nSELECT\n \"sex\",\n \"age_num\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" - 1) * 0.95) AS INT) + 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"sex\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"age_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"sex\\\"\\n ORDER BY CAST(\\\"age\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"sex\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"sex\\\" IS NOT NULL\\n AND \\\"age\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"sex\\\",\\n \\\"age_num\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" - 1) * 0.95) AS INT) + 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"sex\", \"percentile_measure\"], \"rows\": [{\"sex\": \"female\", \"percentile_measure\": 62.0}, {\"sex\": \"male\", \"percentile_measure\": 61.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fbe7454677de43115660ef756d8d020add908192 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:47:57.139652+00:00", + "ended_at": "2026-05-04T09:48:19.192480+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d8506dd2e8622312", + "problem_id": "v2p_m4_b943dda71778178f", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_d8506dd2e8622312.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d8506dd2e8622312", + "api_calls": 0, + "input_tokens": 21639, + "cached_input_tokens": 20864, + "output_tokens": 648, + "total_tokens": 22287, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1549, + "estimated_output_tokens": 242, + "estimated_total_tokens": 1791, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22011.33, + "sql_execution_elapsed_ms_total": 10.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d8506dd2e8622312\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59522e4c9ca07fce895f569a17663b09706de8ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8506dd2e8622312/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:48:19.172998+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22011.33, "started_at": "2026-05-04T09:47:57.142304+00:00", "ended_at": "2026-05-04T09:48:19.153676+00:00", "prompt_metrics": {"chars": 5463, "bytes_utf8": 5463, "lines": 180, "estimated_tokens": 1549}, "response_metrics": {"chars": 824, "bytes_utf8": 824, "lines": 1, "estimated_tokens": 242}, "usage": {"input_tokens": 21639, "cached_input_tokens": 20864, "output_tokens": 648}, "stderr_preview": "2026-05-04T09:47:57.360222Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:47:59.767558Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "region", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "northeast", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..26b2e01f58fd3a5d16e78be36f56922521d4e80e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df261-6245-7312-9947-f4b9f7c173a4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'northeast'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"region\\\" and the provided predicate on \\\"region\\\" = 'northeast'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21648,"cached_input_tokens":20864,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35d22bb493ad1183ecf595d0d4ae12cb07babba1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"region\" = 'northeast'\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"region\" and the provided predicate on \"region\" = 'northeast'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0369b6cfb87b70ed816a17640cbb3d8616047171 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:46:01.732245Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:46:04.310943Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:46:11.615210Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..549c99e366d10865362c0b3058fb9ecd9899fb1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region. +Result preview: [{"region": "northeast", "support": 658}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc2322ab73d78001a60b92b9fbaa402fd25f551f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_d8be19967df1c131 +-- problem_id: v2p_m4_e5c0773451fce4a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE "region" = 'northeast' +GROUP BY "region" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3cfc9f98b0321bfda509db2a6b98f242c94e907 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"region\" = 'northeast'\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'northeast'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"region\", \"support\"], \"rows\": [{\"region\": \"northeast\", \"support\": 658}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6224e53bd6bc755b0aedc146503edc964e61599 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:46:01.496296+00:00", + "ended_at": "2026-05-04T09:46:12.499500+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d8be19967df1c131", + "problem_id": "v2p_m4_e5c0773451fce4a2", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region.", + "bindings": { + "group_col": "region", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "northeast", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_d8be19967df1c131.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d8be19967df1c131", + "api_calls": 0, + "input_tokens": 21648, + "cached_input_tokens": 20864, + "output_tokens": 119, + "total_tokens": 21767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1560, + "estimated_output_tokens": 103, + "estimated_total_tokens": 1663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10960.06, + "sql_execution_elapsed_ms_total": 2.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d8be19967df1c131\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a179d57dae9b7ef21ade04bacecd2d9caabeac16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d8be19967df1c131/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:46:12.483176+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10960.06, "started_at": "2026-05-04T09:46:01.498980+00:00", "ended_at": "2026-05-04T09:46:12.458997+00:00", "prompt_metrics": {"chars": 5491, "bytes_utf8": 5491, "lines": 182, "estimated_tokens": 1560}, "response_metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 21648, "cached_input_tokens": 20864, "output_tokens": 119}, "stderr_preview": "2026-05-04T09:46:01.732245Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:46:04.310943Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age, condition_col=children.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "condition_col": "children", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02b475a8a395c7e9cfa2389440b12365ca340dba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-23b1-7923-be56-afb2da897d2a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\" AS \\\"group_col\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" = '1'\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n ((\\\"cnt\\\" - 1) * 0.9) AS \\\"p\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1 AS \\\"lower_idx\\\",\\n CASE\\n WHEN ((\\\"cnt\\\" - 1) * 0.9) = CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 2\\n END AS \\\"upper_idx\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"group_col\\\",\\n b.\\\"p\\\",\\n b.\\\"lower_idx\\\",\\n b.\\\"upper_idx\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lower_idx\\\" THEN r.\\\"measure_val\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"upper_idx\\\" THEN r.\\\"measure_val\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"bounds\\\" b\\n JOIN \\\"ranked\\\" r\\n ON r.\\\"group_col\\\" = b.\\\"group_col\\\"\\n GROUP BY b.\\\"group_col\\\", b.\\\"p\\\", b.\\\"lower_idx\\\", b.\\\"upper_idx\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"sex\\\",\\n CASE\\n WHEN \\\"upper_idx\\\" = \\\"lower_idx\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"p\\\" - CAST(\\\"p\\\" AS INTEGER)) * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to emulate the 0.9 continuous percentile of \\\"age\\\" within each \\\"sex\\\" group after filtering rows where \\\"children\\\" = '1'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21713,"cached_input_tokens":20864,"output_tokens":959}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a6d0a927903f4c28b6424dafb51288af6390834 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\" AS \"group_col\",\n CAST(\"age\" AS REAL) AS \"measure_val\"\n FROM \"m4\"\n WHERE \"children\" = '1'\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"bounds\" AS (\n SELECT DISTINCT\n \"group_col\",\n ((\"cnt\" - 1) * 0.9) AS \"p\",\n CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1 AS \"lower_idx\",\n CASE\n WHEN ((\"cnt\" - 1) * 0.9) = CAST(((\"cnt\" - 1) * 0.9) AS INTEGER)\n THEN CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n ELSE CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 2\n END AS \"upper_idx\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n b.\"group_col\",\n b.\"p\",\n b.\"lower_idx\",\n b.\"upper_idx\",\n MAX(CASE WHEN r.\"rn\" = b.\"lower_idx\" THEN r.\"measure_val\" END) AS \"lower_val\",\n MAX(CASE WHEN r.\"rn\" = b.\"upper_idx\" THEN r.\"measure_val\" END) AS \"upper_val\"\n FROM \"bounds\" b\n JOIN \"ranked\" r\n ON r.\"group_col\" = b.\"group_col\"\n GROUP BY b.\"group_col\", b.\"p\", b.\"lower_idx\", b.\"upper_idx\"\n)\nSELECT\n \"group_col\" AS \"sex\",\n CASE\n WHEN \"upper_idx\" = \"lower_idx\" THEN \"lower_val\"\n ELSE \"lower_val\" + (\"p\" - CAST(\"p\" AS INTEGER)) * (\"upper_val\" - \"lower_val\")\n END AS \"conditional_percentile\"\nFROM \"picked\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to emulate the 0.9 continuous percentile of \"age\" within each \"sex\" group after filtering rows where \"children\" = '1'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..335f3e86cbb64e829bda67916413ea41ec9a8a3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:55.922070Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:58.241463Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:20.857912Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb72e06b0e0ae093ac57546f9d9333f2fb106063 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age, condition_col=children. +Result preview: [{"sex": "male", "conditional_percentile": 56.0}, {"sex": "female", "conditional_percentile": 54.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6435d1831067718313522350394ac92224002253 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/generated_sql.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_d9cdfab86ee28814 +-- problem_id: v2p_m4_b0ed2caf667f7689 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex" AS "group_col", + CAST("age" AS REAL) AS "measure_val" + FROM "m4" + WHERE "children" = '1' + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"bounds" AS ( + SELECT DISTINCT + "group_col", + (("cnt" - 1) * 0.9) AS "p", + CAST((("cnt" - 1) * 0.9) AS INTEGER) + 1 AS "lower_idx", + CASE + WHEN (("cnt" - 1) * 0.9) = CAST((("cnt" - 1) * 0.9) AS INTEGER) + THEN CAST((("cnt" - 1) * 0.9) AS INTEGER) + 1 + ELSE CAST((("cnt" - 1) * 0.9) AS INTEGER) + 2 + END AS "upper_idx" + FROM "ranked" +), +"picked" AS ( + SELECT + b."group_col", + b."p", + b."lower_idx", + b."upper_idx", + MAX(CASE WHEN r."rn" = b."lower_idx" THEN r."measure_val" END) AS "lower_val", + MAX(CASE WHEN r."rn" = b."upper_idx" THEN r."measure_val" END) AS "upper_val" + FROM "bounds" b + JOIN "ranked" r + ON r."group_col" = b."group_col" + GROUP BY b."group_col", b."p", b."lower_idx", b."upper_idx" +) +SELECT + "group_col" AS "sex", + CASE + WHEN "upper_idx" = "lower_idx" THEN "lower_val" + ELSE "lower_val" + ("p" - CAST("p" AS INTEGER)) * ("upper_val" - "lower_val") + END AS "conditional_percentile" +FROM "picked" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f13766cbb503bd526b9ddd8cac62cd41ec439fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"sex\" AS \"group_col\",\n CAST(\"age\" AS REAL) AS \"measure_val\"\n FROM \"m4\"\n WHERE \"children\" = '1'\n AND \"age\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"bounds\" AS (\n SELECT DISTINCT\n \"group_col\",\n ((\"cnt\" - 1) * 0.9) AS \"p\",\n CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1 AS \"lower_idx\",\n CASE\n WHEN ((\"cnt\" - 1) * 0.9) = CAST(((\"cnt\" - 1) * 0.9) AS INTEGER)\n THEN CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1\n ELSE CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 2\n END AS \"upper_idx\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n b.\"group_col\",\n b.\"p\",\n b.\"lower_idx\",\n b.\"upper_idx\",\n MAX(CASE WHEN r.\"rn\" = b.\"lower_idx\" THEN r.\"measure_val\" END) AS \"lower_val\",\n MAX(CASE WHEN r.\"rn\" = b.\"upper_idx\" THEN r.\"measure_val\" END) AS \"upper_val\"\n FROM \"bounds\" b\n JOIN \"ranked\" r\n ON r.\"group_col\" = b.\"group_col\"\n GROUP BY b.\"group_col\", b.\"p\", b.\"lower_idx\", b.\"upper_idx\"\n)\nSELECT\n \"group_col\" AS \"sex\",\n CASE\n WHEN \"upper_idx\" = \"lower_idx\" THEN \"lower_val\"\n ELSE \"lower_val\" + (\"p\" - CAST(\"p\" AS INTEGER)) * (\"upper_val\" - \"lower_val\")\n END AS \"conditional_percentile\"\nFROM \"picked\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"sex\\\" AS \\\"group_col\\\",\\n CAST(\\\"age\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"children\\\" = '1'\\n AND \\\"age\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n ((\\\"cnt\\\" - 1) * 0.9) AS \\\"p\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1 AS \\\"lower_idx\\\",\\n CASE\\n WHEN ((\\\"cnt\\\" - 1) * 0.9) = CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER)\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 2\\n END AS \\\"upper_idx\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n b.\\\"group_col\\\",\\n b.\\\"p\\\",\\n b.\\\"lower_idx\\\",\\n b.\\\"upper_idx\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lower_idx\\\" THEN r.\\\"measure_val\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"upper_idx\\\" THEN r.\\\"measure_val\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"bounds\\\" b\\n JOIN \\\"ranked\\\" r\\n ON r.\\\"group_col\\\" = b.\\\"group_col\\\"\\n GROUP BY b.\\\"group_col\\\", b.\\\"p\\\", b.\\\"lower_idx\\\", b.\\\"upper_idx\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"sex\\\",\\n CASE\\n WHEN \\\"upper_idx\\\" = \\\"lower_idx\\\" THEN \\\"lower_val\\\"\\n ELSE \\\"lower_val\\\" + (\\\"p\\\" - CAST(\\\"p\\\" AS INTEGER)) * (\\\"upper_val\\\" - \\\"lower_val\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"sex\", \"conditional_percentile\"], \"rows\": [{\"sex\": \"male\", \"conditional_percentile\": 56.0}, {\"sex\": \"female\", \"conditional_percentile\": 54.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7322dba0798232a9a753222925a8edccf0de84a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:35:55.651570+00:00", + "ended_at": "2026-05-04T09:36:21.749944+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_d9cdfab86ee28814", + "problem_id": "v2p_m4_b0ed2caf667f7689", + "dataset_id": "m4", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age, condition_col=children.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "condition_col": "children", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_d9cdfab86ee28814.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_d9cdfab86ee28814", + "api_calls": 0, + "input_tokens": 21713, + "cached_input_tokens": 20864, + "output_tokens": 959, + "total_tokens": 22672, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1623, + "estimated_output_tokens": 602, + "estimated_total_tokens": 2225, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26065.84, + "sql_execution_elapsed_ms_total": 5.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_d9cdfab86ee28814\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31673f3f581f2493b326bd0b63218ebe471d3e92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_d9cdfab86ee28814/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:21.739655+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26065.84, "started_at": "2026-05-04T09:35:55.654663+00:00", "ended_at": "2026-05-04T09:36:21.720645+00:00", "prompt_metrics": {"chars": 5785, "bytes_utf8": 5785, "lines": 185, "estimated_tokens": 1623}, "response_metrics": {"chars": 1838, "bytes_utf8": 1838, "lines": 1, "estimated_tokens": 602}, "usage": {"input_tokens": 21713, "cached_input_tokens": 20864, "output_tokens": 959}, "stderr_preview": "2026-05-04T09:35:55.922070Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:58.241463Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=charges.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "smoker", + "condition_col": "charges", + "condition_value": "10602.385", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0a20422d853fbeaf191d55b6731a573b1c5370f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-033b-7583-9047-790db9d8f052"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the requested Grouped Condition Rate template with group_col=\\\"smoker\\\" and condition_col=\\\"charges\\\", computing the share of rows in each smoker group whose charges exactly equal 10602.385.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21673,"cached_input_tokens":20864,"output_tokens":165}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d68bb4e69159a914c8a4be2172ad19da7e430d7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the requested Grouped Condition Rate template with group_col=\"smoker\" and condition_col=\"charges\", computing the share of rows in each smoker group whose charges exactly equal 10602.385."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14c8c6a577684e1b4bad2ab6bf40578a70ff1fd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:25.439767Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:27.872731Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:36.033344Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d95328eb02f3e55668a9756ea4c86c25d5b707e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=charges. +Result preview: [{"smoker": "no", "condition_rate": 0.0018115942028985507}, {"smoker": "yes", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..09dd0842bc749dac0bcec14b817fa8892f8a4249 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_dc322e752df02303 +-- problem_id: v2p_m4_3444fbdd36478cfa +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m4" +GROUP BY "smoker" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6484d0234e7ed97fc9ec1e68f15ab9c683405b59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"smoker\",\n AVG(CASE WHEN \"charges\" = '10602.385' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m4\"\nGROUP BY \"smoker\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"smoker\\\",\\n AVG(CASE WHEN \\\"charges\\\" = '10602.385' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m4\\\"\\nGROUP BY \\\"smoker\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"smoker\", \"condition_rate\"], \"rows\": [{\"smoker\": \"no\", \"condition_rate\": 0.0018115942028985507}, {\"smoker\": \"yes\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a413da25fd327ad84c6acf8b8d83f8bf98385671 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:31:25.212705+00:00", + "ended_at": "2026-05-04T09:31:36.892948+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_dc322e752df02303", + "problem_id": "v2p_m4_3444fbdd36478cfa", + "dataset_id": "m4", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=smoker, condition_col=charges.", + "bindings": { + "group_col": "smoker", + "condition_col": "charges", + "condition_value": "10602.385", + "positive_value": "10096.97", + "negative_value": "10602.385", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_dc322e752df02303.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_dc322e752df02303", + "api_calls": 0, + "input_tokens": 21673, + "cached_input_tokens": 20864, + "output_tokens": 165, + "total_tokens": 21838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1583, + "estimated_output_tokens": 114, + "estimated_total_tokens": 1697, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11647.7, + "sql_execution_elapsed_ms_total": 2.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_dc322e752df02303\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a50a58be3fea951e996bd3840848d36882e3a8ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_dc322e752df02303/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:36.880799+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11647.7, "started_at": "2026-05-04T09:31:25.214293+00:00", "ended_at": "2026-05-04T09:31:36.862502+00:00", "prompt_metrics": {"chars": 5567, "bytes_utf8": 5567, "lines": 183, "estimated_tokens": 1583}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 21673, "cached_input_tokens": 20864, "output_tokens": 165}, "stderr_preview": "2026-05-04T09:31:25.439767Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:27.872731Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "children", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12fca217c56b3161d7a2e77432b5f28639e7022e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df26a-23c4-7390-bc14-a4beeb4a0c78"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"children\\\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"children\\\" and measure_threshold fixed at 2.0. Cast \\\"children\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21590,"cached_input_tokens":20864,"output_tokens":114}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6be5de361c1df61473188de401ae72f15f1c502e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"children\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"children\" and measure_threshold fixed at 2.0. Cast \"children\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de1a40e6a9deb8a84abb747147cd063341e5cda1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:55:35.548722Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:55:37.901117Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:55:45.841167Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5b8e447b8c8fb113b011f143357debd54bd905c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children. +Result preview: [{"empirical_cdf_at_threshold": 0.8492063492063492}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f876f92ee2715999e13b9a209fa7ed664c01a19f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_df26f485cb88a633 +-- problem_id: v2p_m4_4f728873c0dcdeba +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("children" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e4b89f572bb2afc3ec14a4cb13ea7f567403a62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"children\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"children\\\" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.8492063492063492}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4d8548a9b3f76ed56d7db76f4248d33c74abc135 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:55:35.364437+00:00", + "ended_at": "2026-05-04T09:55:46.577156+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_df26f485cb88a633", + "problem_id": "v2p_m4_4f728873c0dcdeba", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=children.", + "bindings": { + "measure_col": "children", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_df26f485cb88a633.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_df26f485cb88a633", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 114, + "total_tokens": 21704, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11183.54, + "sql_execution_elapsed_ms_total": 1.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_df26f485cb88a633\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d23fd763bb6946687d4383338fb457f45ead1b33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_df26f485cb88a633/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:55:46.566995+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11183.54, "started_at": "2026-05-04T09:55:35.366104+00:00", "ended_at": "2026-05-04T09:55:46.550020+00:00", "prompt_metrics": {"chars": 5239, "bytes_utf8": 5239, "lines": 178, "estimated_tokens": 1502}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21590, "cached_input_tokens": 20864, "output_tokens": 114}, "stderr_preview": "2026-05-04T09:55:35.548722Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:55:37.901117Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10797.3362", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..901060b273ceb2b9a24762fa70680cf4cecdc618 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-5349-7b72-90c8-bce36cd37c02"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Cast \\\"charges\\\" to REAL because the schema stores it as TEXT, while the bound target_value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a8024fe2391def4b89362d51204450d854e20cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=sex, group_col_2=region, and target_col=charges. Cast \"charges\" to REAL because the schema stores it as TEXT, while the bound target_value is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2df5716c7e3fb630e6c520b14953b6bf8738159f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:12.714988Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:15.406852Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:24.142797Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c1abbf15c286ab4db1ea49d04e2bf86416a65c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=region, target_col=charges. +Result preview: [{"sex": "female", "region": "northeast", "target_rate": 0.012345679012345678}, {"sex": "female", "region": "northwest", "target_rate": 0.0}, {"sex": "female", "region": "southeast", "target_rate": 0.0}, {"sex": "female", "region": "southwest", "target_rate": 0.0}, {"sex": "male", "region": "northeast", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0629e93653bf25b6ce950bed2cba5843abc8f4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_e147274165c3020b +-- problem_id: v2p_m4_974d84026780e701 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a2f64e76d59fd12587df6b2ad287fc4bb0734e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"sex\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"sex\", \"region\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"sex\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"sex\", \"region\", \"target_rate\"], \"rows\": [{\"sex\": \"female\", \"region\": \"northeast\", \"target_rate\": 0.012345679012345678}, {\"sex\": \"female\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"sex\": \"female\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"sex\": \"male\", \"region\": \"southwest\", \"target_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.18}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eab8eb9ab3e9e9f234453e3a9e3efe38d1b6ff16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:25:12.458658+00:00", + "ended_at": "2026-05-04T09:25:25.009109+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e147274165c3020b", + "problem_id": "v2p_m4_974d84026780e701", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=sex, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "sex", + "group_col_2": "region", + "target_col": "charges", + "target_value": "10797.3362", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_e147274165c3020b.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e147274165c3020b", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 148, + "total_tokens": 21854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1616, + "estimated_output_tokens": 130, + "estimated_total_tokens": 1746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12513.48, + "sql_execution_elapsed_ms_total": 4.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e147274165c3020b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..680af85267e5ce7bb15733de9b6a5a65fa121d52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e147274165c3020b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:24.995217+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12513.48, "started_at": "2026-05-04T09:25:12.460994+00:00", "ended_at": "2026-05-04T09:25:24.967777+00:00", "prompt_metrics": {"chars": 5604, "bytes_utf8": 5604, "lines": 183, "estimated_tokens": 1616}, "response_metrics": {"chars": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 148}, "stderr_preview": "2026-05-04T09:25:12.714988Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:15.406852Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3261aca07a0df83e736764d1adcf3e101b30677e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-5b01-71a3-9f99-a60a11a9ef6a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with group_col=\\\"sex\\\" and measure_col=\\\"bmi\\\". Cast \\\"bmi\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21602,"cached_input_tokens":19840,"output_tokens":104}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..468256082993d0d563df83ea8d11d67a879c379b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;","notes":"Used the planned template with group_col=\"sex\" and measure_col=\"bmi\". Cast \"bmi\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11891fe6b9126cf86dff61426c71576b51c80a3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:47.002949Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:49.624931Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:56.145400Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a585c6a986016c37df99bd0223557983a18fb058 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi. +Result preview: [{"sex": "male", "avg_measure": 30.960633001422476}, {"sex": "female", "avg_measure": 30.434472913616396}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..25dad3eb5648795958021cf49571c18c01a96425 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_e1efd10c8e648d14 +-- problem_id: v2p_m4_87e96cf8da14d9a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33aebef0420eb427d2aa772b2de2fac782e2d746 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"sex\", AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY \"sex\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"sex\\\", AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"sex\", \"avg_measure\"], \"rows\": [{\"sex\": \"male\", \"avg_measure\": 30.960633001422476}, {\"sex\": \"female\", \"avg_measure\": 30.434472913616396}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33771afd4d5c3c2ac5ff90c0a966f5e584ecd06b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:19:46.813260+00:00", + "ended_at": "2026-05-04T09:19:57.085543+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e1efd10c8e648d14", + "problem_id": "v2p_m4_87e96cf8da14d9a2", + "dataset_id": "m4", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=bmi.", + "bindings": { + "group_col": "sex", + "measure_col": "bmi", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_e1efd10c8e648d14.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e1efd10c8e648d14", + "api_calls": 0, + "input_tokens": 21602, + "cached_input_tokens": 19840, + "output_tokens": 104, + "total_tokens": 21706, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1512, + "estimated_output_tokens": 88, + "estimated_total_tokens": 1600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10235.94, + "sql_execution_elapsed_ms_total": 2.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e1efd10c8e648d14\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1d03b4034d32367c768f53de96d59b671890a18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e1efd10c8e648d14/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:57.073374+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10235.94, "started_at": "2026-05-04T09:19:46.815797+00:00", "ended_at": "2026-05-04T09:19:57.051612+00:00", "prompt_metrics": {"chars": 5293, "bytes_utf8": 5293, "lines": 180, "estimated_tokens": 1512}, "response_metrics": {"chars": 324, "bytes_utf8": 324, "lines": 1, "estimated_tokens": 88}, "usage": {"input_tokens": 21602, "cached_input_tokens": 19840, "output_tokens": 104}, "stderr_preview": "2026-05-04T09:19:47.002949Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:49.624931Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "region", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0469b220c46f5c76ce92751ff8d3867cc85ed507 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df262-f6c6-7cd1-889e-c6ce8810a69d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"region\\\" and predicate on \\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21650,"cached_input_tokens":20864,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43f833afd350ae83458ff8387051ac98c49048c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"region\" and predicate on \"bmi\". Cast \"bmi\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1039e4aca9bbb504d574dda07a8afe2b610cb698 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:47:45.268226Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:47:47.740720Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:47:56.039150Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cee90587ec73d76bcf97608bb0b9ed078837105 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region. +Result preview: [{"region": "southeast", "support": 322}, {"region": "southwest", "support": 166}, {"region": "northeast", "support": 114}, {"region": "northwest", "support": 96}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..22ff5c719f4a83b02db7a2691aeb7f7fd44494f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_e26d883a564c1b2f +-- problem_id: v2p_m4_541ed542f7f6f57a +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE CAST("bmi" AS REAL) >= 34.77 +GROUP BY "region" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46f36886fcc016bb0f96bd2f4fb3911a44e75054 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"bmi\" AS REAL) >= 34.77\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"bmi\\\" AS REAL) >= 34.77\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"region\", \"support\"], \"rows\": [{\"region\": \"southeast\", \"support\": 322}, {\"region\": \"southwest\", \"support\": 166}, {\"region\": \"northeast\", \"support\": 114}, {\"region\": \"northwest\", \"support\": 96}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0583485eaa6c11f1ac9ef962c132e60831587d6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:47:45.057884+00:00", + "ended_at": "2026-05-04T09:47:57.136228+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e26d883a564c1b2f", + "problem_id": "v2p_m4_541ed542f7f6f57a", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=region.", + "bindings": { + "group_col": "region", + "predicate_col": "bmi", + "predicate_op": ">=", + "predicate_value": 34.77, + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_e26d883a564c1b2f.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e26d883a564c1b2f", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 20864, + "output_tokens": 164, + "total_tokens": 21814, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1668, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12044.27, + "sql_execution_elapsed_ms_total": 2.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e26d883a564c1b2f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c343318964e483c3d3f4a0764710c7d339d460fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:47:57.123543+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12044.27, "started_at": "2026-05-04T09:47:45.059663+00:00", "ended_at": "2026-05-04T09:47:57.103593+00:00", "prompt_metrics": {"chars": 5484, "bytes_utf8": 5484, "lines": 182, "estimated_tokens": 1562}, "response_metrics": {"chars": 396, "bytes_utf8": 396, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21650, "cached_input_tokens": 20864, "output_tokens": 164}, "stderr_preview": "2026-05-04T09:47:45.268226Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:47:47.740720Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 34.77\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"region\\\" and predicate on \\\"bmi\\\". Cast \\\"bmi\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4bd7618ac171c82d93e59deb24d416884115b722 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e26d883a564c1b2f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e26d883a564c1b2f", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 20864, + "output_tokens": 164, + "total_tokens": 21814, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1668, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12044.27, + "sql_execution_elapsed_ms_total": 2.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e26d883a564c1b2f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec45b281a8c2ed3f0265be618060eeb32a782e0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5739, "bytes_utf8": 5739, "lines": 184, "estimated_tokens": 1652}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 21742, "cached_input_tokens": 20864, "output_tokens": 195}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c0af419ac5db4150d8862a0e7a07d6384af0de7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e41e7bc9eb7fb762", + "api_calls": 0, + "input_tokens": 21742, + "cached_input_tokens": 20864, + "output_tokens": 195, + "total_tokens": 21937, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1652, + "estimated_output_tokens": 141, + "estimated_total_tokens": 1793, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25806.92, + "sql_execution_elapsed_ms_total": 3.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e41e7bc9eb7fb762\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b2d13117824240b8b9833c75171896768abf3acf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:42:36.080397+00:00", + "ended_at": "2026-05-04T09:43:01.887141+00:00", + "elapsed_ms": 25806.92, + "prompt_metrics": { + "chars": 5739, + "bytes_utf8": 5739, + "lines": 184, + "estimated_tokens": 1652 + }, + "stdout_metrics": { + "chars": 858, + "bytes_utf8": 858, + "lines": 4, + "estimated_tokens": 250 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13253 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 533, + "bytes_utf8": 533, + "lines": 1, + "estimated_tokens": 141 + }, + "usage": { + "input_tokens": 21742, + "cached_input_tokens": 20864, + "output_tokens": 195 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4fe3ecc87926bee5a48375f62097af08018d902 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,184 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=bmi.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "bmi", + "band_col": "bmi", + "band_cut_1": 27.72, + "band_cut_2": 33.11, + "lower_bound": 27.72, + "upper_bound": 33.11, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d9d6e5a055295e89ea662d20fc9bc4b1c04792a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25e-3ff5-77b3-a46c-265d66222f74"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"bmi\\\" AS REAL) < 27.72 THEN 'low'\\n WHEN CAST(\\\"bmi\\\" AS REAL) < 33.11 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned binned numeric group average template using \\\"bmi\\\" for both banding and measurement, with REAL casts because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21742,"cached_input_tokens":20864,"output_tokens":195}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34f07332780e88a5c16b1975f46afa7f7f3eb384 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"bmi\" AS REAL) < 27.72 THEN 'low'\n WHEN CAST(\"bmi\" AS REAL) < 33.11 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Applied the planned binned numeric group average template using \"bmi\" for both banding and measurement, with REAL casts because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9d76743dfcd0a1e255742ee2d7ade1876ba9a1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:42:36.344831Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:42:38.815142Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:43:00.408164Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b93e97e45d12ab1da0c31d448c4c7683457a7cc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=bmi. +Result preview: [{"band_bucket": "high", "avg_measure": 37.42908227848101}, {"band_bucket": "mid", "avg_measure": 30.342914847161573}, {"band_bucket": "low", "avg_measure": 24.03883259911894}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7be4e54c5e66e86e65a56f89c30a34a07a8a9acc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_e41e7bc9eb7fb762 +-- problem_id: v2p_m4_cb6f852ddd0d4729 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("bmi" AS REAL) < 27.72 THEN 'low' + WHEN CAST("bmi" AS REAL) < 33.11 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d6f6e6f6509c3a2d0d8de78e1849d774a70b749 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"bmi\" AS REAL) < 27.72 THEN 'low'\n WHEN CAST(\"bmi\" AS REAL) < 33.11 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"bmi\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"bmi\\\" AS REAL) < 27.72 THEN 'low'\\n WHEN CAST(\\\"bmi\\\" AS REAL) < 33.11 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"bmi\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 37.42908227848101}, {\"band_bucket\": \"mid\", \"avg_measure\": 30.342914847161573}, {\"band_bucket\": \"low\", \"avg_measure\": 24.03883259911894}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9469f28d076d5bd5dc223a514f72747e396d275 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:42:36.078117+00:00", + "ended_at": "2026-05-04T09:43:01.918279+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e41e7bc9eb7fb762", + "problem_id": "v2p_m4_cb6f852ddd0d4729", + "dataset_id": "m4", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=bmi.", + "bindings": { + "measure_col": "bmi", + "band_col": "bmi", + "band_cut_1": 27.72, + "band_cut_2": 33.11, + "lower_bound": 27.72, + "upper_bound": 33.11, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_e41e7bc9eb7fb762.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e41e7bc9eb7fb762", + "api_calls": 0, + "input_tokens": 21742, + "cached_input_tokens": 20864, + "output_tokens": 195, + "total_tokens": 21937, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1652, + "estimated_output_tokens": 141, + "estimated_total_tokens": 1793, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25806.92, + "sql_execution_elapsed_ms_total": 3.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e41e7bc9eb7fb762\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4d3a489537b0940371d5861bf9b24545e7ceb95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e41e7bc9eb7fb762/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:43:01.907210+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25806.92, "started_at": "2026-05-04T09:42:36.080397+00:00", "ended_at": "2026-05-04T09:43:01.887141+00:00", "prompt_metrics": {"chars": 5739, "bytes_utf8": 5739, "lines": 184, "estimated_tokens": 1652}, "response_metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 21742, "cached_input_tokens": 20864, "output_tokens": 195}, "stderr_preview": "2026-05-04T09:42:36.344831Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:42:38.815142Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=bmi.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc5ff98b025dfeda71d9e2a653b2e559638095ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df268-e465-7533-8f18-7c9100f1d644"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"region\\\",\\n MAX(CASE\\n WHEN \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER) THEN \\\"bmi_value\\\"\\n END) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-percentile template with group_col=\\\"region\\\" and measure_col=\\\"bmi\\\". Since SQLite does not support PERCENTILE_CONT, this uses the nearest-rank 95th percentile per region via window functions and CAST(\\\"bmi\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21640,"cached_input_tokens":20864,"output_tokens":536}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4fb0e0a62931da4299e9561f4d2f09a83d82b5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n)\nSELECT\n \"region\",\n MAX(CASE\n WHEN \"rn\" = CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER) THEN \"bmi_value\"\n END) AS \"percentile_measure\"\nFROM \"ranked\"\nGROUP BY \"region\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped-percentile template with group_col=\"region\" and measure_col=\"bmi\". Since SQLite does not support PERCENTILE_CONT, this uses the nearest-rank 95th percentile per region via window functions and CAST(\"bmi\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd84cbeb18896d708b2d2234570214e5342f3701 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:54:13.785741Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:54:20.310903Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:54:33.380687Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..93b8d7377e8624be98243f9138afcd2c23dbce44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=bmi. +Result preview: [{"region": "southeast", "percentile_measure": 44.77}, {"region": "northeast", "percentile_measure": 39.805}, {"region": "southwest", "percentile_measure": 39.7}, {"region": "northwest", "percentile_measure": 37.43}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdeba31a59ad3f81724f37eeaef3a290c3bdcd3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_e47bb30744ad1029 +-- problem_id: v2p_m4_943d8b12fc7bee11 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "region", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "region" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "region" + ) AS "cnt" + FROM "m4" + WHERE "region" IS NOT NULL + AND "bmi" IS NOT NULL +) +SELECT + "region", + MAX(CASE + WHEN "rn" = CAST((0.95 * "cnt") + 0.999999 AS INTEGER) THEN "bmi_value" + END) AS "percentile_measure" +FROM "ranked" +GROUP BY "region" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d67033c2b14ce68f7c1f293c2e5d87fb52380331 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"region\",\n CAST(\"bmi\" AS REAL) AS \"bmi_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"region\"\n ORDER BY CAST(\"bmi\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"region\"\n ) AS \"cnt\"\n FROM \"m4\"\n WHERE \"region\" IS NOT NULL\n AND \"bmi\" IS NOT NULL\n)\nSELECT\n \"region\",\n MAX(CASE\n WHEN \"rn\" = CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER) THEN \"bmi_value\"\n END) AS \"percentile_measure\"\nFROM \"ranked\"\nGROUP BY \"region\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"region\\\",\\n CAST(\\\"bmi\\\" AS REAL) AS \\\"bmi_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"region\\\"\\n ORDER BY CAST(\\\"bmi\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m4\\\"\\n WHERE \\\"region\\\" IS NOT NULL\\n AND \\\"bmi\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"region\\\",\\n MAX(CASE\\n WHEN \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER) THEN \\\"bmi_value\\\"\\n END) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"region\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"region\", \"percentile_measure\"], \"rows\": [{\"region\": \"southeast\", \"percentile_measure\": 44.77}, {\"region\": \"northeast\", \"percentile_measure\": 39.805}, {\"region\": \"southwest\", \"percentile_measure\": 39.7}, {\"region\": \"northwest\", \"percentile_measure\": 37.43}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee7f1d16b06ad687a8017dd885205091c6a83811 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:54:13.592030+00:00", + "ended_at": "2026-05-04T09:54:35.697854+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e47bb30744ad1029", + "problem_id": "v2p_m4_943d8b12fc7bee11", + "dataset_id": "m4", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=region, measure_col=bmi.", + "bindings": { + "group_col": "region", + "measure_col": "bmi", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.11, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_e47bb30744ad1029.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e47bb30744ad1029", + "api_calls": 0, + "input_tokens": 21640, + "cached_input_tokens": 20864, + "output_tokens": 536, + "total_tokens": 22176, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1550, + "estimated_output_tokens": 262, + "estimated_total_tokens": 1812, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22065.96, + "sql_execution_elapsed_ms_total": 12.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e47bb30744ad1029\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37ee2379c2d0c227e975205518dba9cd0a521ddf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e47bb30744ad1029/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:54:35.677629+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22065.96, "started_at": "2026-05-04T09:54:13.593861+00:00", "ended_at": "2026-05-04T09:54:35.660061+00:00", "prompt_metrics": {"chars": 5472, "bytes_utf8": 5472, "lines": 180, "estimated_tokens": 1550}, "response_metrics": {"chars": 893, "bytes_utf8": 893, "lines": 1, "estimated_tokens": 262}, "usage": {"input_tokens": 21640, "cached_input_tokens": 20864, "output_tokens": 536}, "stderr_preview": "2026-05-04T09:54:13.785741Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:54:20.310903Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=children.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "children", + "band_col": "children", + "band_cut_1": 0.0, + "band_cut_2": 1.0, + "lower_bound": 0.0, + "upper_bound": 1.0, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1265010e24573b7ca1323cab533b2fa3e2fd27b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25d-7bdd-7cb2-9fde-f8ad951cf6ea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"children\\\" AS REAL) < 0.0 THEN 'low'\\n WHEN CAST(\\\"children\\\" AS REAL) < 1.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned binned numeric group average template using \\\"children\\\" for both the band and measure roles, with numeric casts because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21739,"cached_input_tokens":20864,"output_tokens":195}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..515f89e074ee6c7c6a4597875a7900b2494a8164 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"children\" AS REAL) < 0.0 THEN 'low'\n WHEN CAST(\"children\" AS REAL) < 1.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Applied the planned binned numeric group average template using \"children\" for both the band and measure roles, with numeric casts because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a3dc017f22c27dd675aa24f0aec1b742c8c10cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:41:46.219450Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:41:48.530571Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:41:57.298827Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bcfb046cd9faa781becd6043889fe8c4248a430 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=children. +Result preview: [{"band_bucket": "high", "avg_measure": 1.9255989911727616}, {"band_bucket": "mid", "avg_measure": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7adaa7053b6bcbe49d3ce7c61c113878162f32ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_e4c35dca8cf9eca6 +-- problem_id: v2p_m4_9287e2e2e7ebfaeb +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("children" AS REAL) < 0.0 THEN 'low' + WHEN CAST("children" AS REAL) < 1.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03533ad1a700990a34b41509c681a23ee16f9b3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"children\" AS REAL) < 0.0 THEN 'low'\n WHEN CAST(\"children\" AS REAL) < 1.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"children\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"children\\\" AS REAL) < 0.0 THEN 'low'\\n WHEN CAST(\\\"children\\\" AS REAL) < 1.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"children\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 1.9255989911727616}, {\"band_bucket\": \"mid\", \"avg_measure\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e67669130305f2cd6d03a818904568207592e191 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:41:42.758982+00:00", + "ended_at": "2026-05-04T09:41:57.984542+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e4c35dca8cf9eca6", + "problem_id": "v2p_m4_9287e2e2e7ebfaeb", + "dataset_id": "m4", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=children.", + "bindings": { + "measure_col": "children", + "band_col": "children", + "band_cut_1": 0.0, + "band_cut_2": 1.0, + "lower_bound": 0.0, + "upper_bound": 1.0, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_e4c35dca8cf9eca6.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e4c35dca8cf9eca6", + "api_calls": 0, + "input_tokens": 21739, + "cached_input_tokens": 20864, + "output_tokens": 195, + "total_tokens": 21934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1649, + "estimated_output_tokens": 137, + "estimated_total_tokens": 1786, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15188.26, + "sql_execution_elapsed_ms_total": 3.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e4c35dca8cf9eca6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85aa012d097469afbc7885dcf63b7040762dd372 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e4c35dca8cf9eca6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:41:57.972794+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15188.26, "started_at": "2026-05-04T09:41:42.764285+00:00", "ended_at": "2026-05-04T09:41:57.952101+00:00", "prompt_metrics": {"chars": 5744, "bytes_utf8": 5744, "lines": 184, "estimated_tokens": 1649}, "response_metrics": {"chars": 547, "bytes_utf8": 547, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 21739, "cached_input_tokens": 20864, "output_tokens": 195}, "stderr_preview": "2026-05-04T09:41:46.219450Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:41:48.530571Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=age.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "age", + "band_col": "age", + "band_cut_1": 30.0, + "band_cut_2": 47.0, + "lower_bound": 30.0, + "upper_bound": 47.0, + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..475dc44d8fd2f3339521868bf185bfe42ae2d1eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25f-16b0-7712-b3a6-a4e4e2a904a2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"age\\\" AS REAL) < 30.0 THEN 'low'\\n WHEN CAST(\\\"age\\\" AS REAL) < 47.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested template with \\\"age\\\" bound as both the banding column and measure column. CAST to REAL is applied because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21740,"cached_input_tokens":20864,"output_tokens":194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f59ef73e051f44f429fe2d4a1e7e0c4810cb5c34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"age\" AS REAL) < 30.0 THEN 'low'\n WHEN CAST(\"age\" AS REAL) < 47.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the requested template with \"age\" bound as both the banding column and measure column. CAST to REAL is applied because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f800078a684a5707e73e6bc90ec724010d1e696 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:43:31.336891Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:43:34.522692Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:43:45.395023Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff3cd39fe2a5252e567d7bd4ce497c28fdedd3dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=age. +Result preview: [{"band_bucket": "high", "avg_measure": 55.022633744855966}, {"band_bucket": "mid", "avg_measure": 38.134199134199136}, {"band_bucket": "low", "avg_measure": 22.48173515981735}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c2d0a0e7bea4537a51b645cca07180f1f4a57ac7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_e61aba18dc1579a6 +-- problem_id: v2p_m4_393b6450bfaabedc +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("age" AS REAL) < 30.0 THEN 'low' + WHEN CAST("age" AS REAL) < 47.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9eac26dffddc2b743c69c8f1f942c258eab4125 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"age\" AS REAL) < 30.0 THEN 'low'\n WHEN CAST(\"age\" AS REAL) < 47.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"age\\\" AS REAL) < 30.0 THEN 'low'\\n WHEN CAST(\\\"age\\\" AS REAL) < 47.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 55.022633744855966}, {\"band_bucket\": \"mid\", \"avg_measure\": 38.134199134199136}, {\"band_bucket\": \"low\", \"avg_measure\": 22.48173515981735}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6003f501a9f65584c697040ffc51ccd68c26c177 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:43:31.095817+00:00", + "ended_at": "2026-05-04T09:43:46.240934+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e61aba18dc1579a6", + "problem_id": "v2p_m4_393b6450bfaabedc", + "dataset_id": "m4", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=age.", + "bindings": { + "measure_col": "age", + "band_col": "age", + "band_cut_1": 30.0, + "band_cut_2": 47.0, + "lower_bound": 30.0, + "upper_bound": 47.0, + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_e61aba18dc1579a6.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e61aba18dc1579a6", + "api_calls": 0, + "input_tokens": 21740, + "cached_input_tokens": 20864, + "output_tokens": 194, + "total_tokens": 21934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1650, + "estimated_output_tokens": 140, + "estimated_total_tokens": 1790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15107.37, + "sql_execution_elapsed_ms_total": 3.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e61aba18dc1579a6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79675dde61c5dcc8c9a5a38a21d11235c8a89b93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e61aba18dc1579a6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:43:46.227652+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15107.37, "started_at": "2026-05-04T09:43:31.097574+00:00", "ended_at": "2026-05-04T09:43:46.205117+00:00", "prompt_metrics": {"chars": 5734, "bytes_utf8": 5734, "lines": 184, "estimated_tokens": 1650}, "response_metrics": {"chars": 537, "bytes_utf8": 537, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 21740, "cached_input_tokens": 20864, "output_tokens": 194}, "stderr_preview": "2026-05-04T09:43:31.336891Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:43:34.522692Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f24cabc4d1e6f0448c9cdde4f541e67ea60fd51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-728c-7d12-a522-4208fecac0e9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sex\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sex\\\";\",\"notes\":\"Filled the provided Support-Guarded Group Average template with group_col=\\\"sex\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for a reliable numeric average in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21642,"cached_input_tokens":19840,"output_tokens":154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..274bba4e0ea1ef3d59f26ef3a32da6f16e60cce3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sex\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\"\nHAVING COUNT(*) > 5\nORDER BY \"sex\";","notes":"Filled the provided Support-Guarded Group Average template with group_col=\"sex\" and measure_col=\"age\". Cast \"age\" from TEXT to REAL for a reliable numeric average in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86a7d91f4aaf1ddde136ee541fa93c68ff7b7cd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:58.553686Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:00.934019Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:10.341553Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d79cc31c34678983bafb3bc638ed85cd6dab216c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "female", "avg_measure": 39.48169838945827, "support": 1366}, {"sex": "male", "avg_measure": 38.74822190611664, "support": 1406}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd9376588a8653ada9ccb237eb6fc1d7d5a501d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_e8c6596a425e7d7f +-- problem_id: v2p_m4_809ebbddf3ad45b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "sex" +HAVING COUNT(*) > 5 +ORDER BY "sex"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..588a06c63a554b14190b3236158a214ff64d75b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sex\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\"\nHAVING COUNT(*) > 5\nORDER BY \"sex\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sex\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sex\\\";\", \"columns\": [\"sex\", \"avg_measure\", \"support\"], \"rows\": [{\"sex\": \"female\", \"avg_measure\": 39.48169838945827, \"support\": 1366}, {\"sex\": \"male\", \"avg_measure\": 38.74822190611664, \"support\": 1406}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5baad39b91569a48442137df7be75b57fe5ee787 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:20:58.366934+00:00", + "ended_at": "2026-05-04T09:21:11.170435+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e8c6596a425e7d7f", + "problem_id": "v2p_m4_809ebbddf3ad45b3", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_e8c6596a425e7d7f.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e8c6596a425e7d7f", + "api_calls": 0, + "input_tokens": 21642, + "cached_input_tokens": 19840, + "output_tokens": 154, + "total_tokens": 21796, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1554, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12769.31, + "sql_execution_elapsed_ms_total": 2.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e8c6596a425e7d7f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d6be12b0df2fe06765e33639241405b8344cc03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:11.158863+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12769.31, "started_at": "2026-05-04T09:20:58.369767+00:00", "ended_at": "2026-05-04T09:21:11.139034+00:00", "prompt_metrics": {"chars": 5430, "bytes_utf8": 5430, "lines": 180, "estimated_tokens": 1554}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 21642, "cached_input_tokens": 19840, "output_tokens": 154}, "stderr_preview": "2026-05-04T09:20:58.553686Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:00.934019Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sex\\\";\",\"notes\":\"Filled the provided Support-Guarded Group Average template with group_col=\\\"sex\\\" and measure_col=\\\"age\\\". Cast \\\"age\\\" from TEXT to REAL for a reliable numeric average in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..51d8074d8ab45d04d88fff378678f946540afad2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e8c6596a425e7d7f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e8c6596a425e7d7f", + "api_calls": 0, + "input_tokens": 21642, + "cached_input_tokens": 19840, + "output_tokens": 154, + "total_tokens": 21796, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1554, + "estimated_output_tokens": 107, + "estimated_total_tokens": 1661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12769.31, + "sql_execution_elapsed_ms_total": 2.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e8c6596a425e7d7f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65e5a52bd72bf0bd02b904b753ad2267cf8ee0eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5231, "bytes_utf8": 5231, "lines": 178, "estimated_tokens": 1502}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 353, "bytes_utf8": 353, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21590, "cached_input_tokens": 20864, "output_tokens": 140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c100426e3a95d7492b5177789a55f12d01fcfcaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e98a229e7941b936", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 140, + "total_tokens": 21730, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13220.98, + "sql_execution_elapsed_ms_total": 1.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e98a229e7941b936\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f826a41769ae90161b72e8f82886eddf6e118ccf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:54:35.702711+00:00", + "ended_at": "2026-05-04T09:54:48.924043+00:00", + "elapsed_ms": 13220.98, + "prompt_metrics": { + "chars": 5231, + "bytes_utf8": 5231, + "lines": 178, + "estimated_tokens": 1502 + }, + "stdout_metrics": { + "chars": 671, + "bytes_utf8": 671, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 353, + "bytes_utf8": 353, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 140 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..864265b7aee5e9528928737526150dbc4d4c4f1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,178 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "age", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..97b69e997a23b11f1050d7e43ae75a325c2b21ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df269-3b01-7061-8402-c7e500e28eb0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"age\\\" and threshold 51.0. Cast \\\"age\\\" from TEXT to REAL for correct numeric comparison in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21590,"cached_input_tokens":20864,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e194f0a97e88faea046fcb16cf5064a0205a2ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";","notes":"Used the planned Threshold Rarity CDF template with measure_col bound to \"age\" and threshold 51.0. Cast \"age\" from TEXT to REAL for correct numeric comparison in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2db3f051cde1178882e7ae01a90c0ba86b1800af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:54:36.011371Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:54:38.609323Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:54:48.097536Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6305b0c2e9fc098b52099c45eb31b6eda10c82ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age. +Result preview: [{"empirical_cdf_at_threshold": 0.7554112554112554}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..18053c7212a08244a617c7fb97e225377e3b6c48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_e98a229e7941b936 +-- problem_id: v2p_m4_0362feb7ea16a8c4 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("age" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f2e7d468dfc14d20f3a13352db826bea4712941 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"age\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"m4\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"age\\\" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"m4\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7554112554112554}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cb445ae01e36f2f60d5a87f25837741680ce012a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:54:35.700328+00:00", + "ended_at": "2026-05-04T09:54:48.951698+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_e98a229e7941b936", + "problem_id": "v2p_m4_0362feb7ea16a8c4", + "dataset_id": "m4", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=age.", + "bindings": { + "measure_col": "age", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_e98a229e7941b936.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_e98a229e7941b936", + "api_calls": 0, + "input_tokens": 21590, + "cached_input_tokens": 20864, + "output_tokens": 140, + "total_tokens": 21730, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1502, + "estimated_output_tokens": 98, + "estimated_total_tokens": 1600, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13220.98, + "sql_execution_elapsed_ms_total": 1.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_e98a229e7941b936\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af6b2be484d54f786b4ddca241f6859600bc1092 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_e98a229e7941b936/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:54:48.941502+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13220.98, "started_at": "2026-05-04T09:54:35.702711+00:00", "ended_at": "2026-05-04T09:54:48.924043+00:00", "prompt_metrics": {"chars": 5231, "bytes_utf8": 5231, "lines": 178, "estimated_tokens": 1502}, "response_metrics": {"chars": 353, "bytes_utf8": 353, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 21590, "cached_input_tokens": 20864, "output_tokens": 140}, "stderr_preview": "2026-05-04T09:54:36.011371Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:54:38.609323Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=region.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "region", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "northeast", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd38de7abfef84fca5811560c5765bf7e527d4a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df262-ca00-7723-8bbe-270de29a864b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'northeast'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with group_col=region and the bound filter region='northeast'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21650,"cached_input_tokens":20864,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..006f6ddf91540c6b5aee478d94de6c9ca1147af5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"region\" = 'northeast'\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 13;","notes":"Applied the provided Filtered Top-k Group Count template with group_col=region and the bound filter region='northeast'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..603405a86d408c64106a7234b2c2b62cdbc9b549 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:47:33.836001Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:47:36.213007Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:47:44.048934Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0681f473f2c0abfdcaefa7a1d61101cf40c8c291 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=region. +Result preview: [{"region": "northeast", "support": 658}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b00960bc3c76e1f698268e63cba02438706524b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_ecd58a6668cf4830 +-- problem_id: v2p_m4_73d0e96f44ff45f1 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE "region" = 'northeast' +GROUP BY "region" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41b320ba03189779a73e72922c3b2527d6c23cf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"region\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"region\" = 'northeast'\nGROUP BY \"region\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"region\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"region\\\" = 'northeast'\\nGROUP BY \\\"region\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"region\", \"support\"], \"rows\": [{\"region\": \"northeast\", \"support\": 658}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40d2b3b387061ccbcd5b0829e7d2de4107450cb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:47:33.613593+00:00", + "ended_at": "2026-05-04T09:47:45.055054+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_ecd58a6668cf4830", + "problem_id": "v2p_m4_73d0e96f44ff45f1", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=region.", + "bindings": { + "group_col": "region", + "predicate_col": "region", + "predicate_op": "=", + "predicate_value": "northeast", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_ecd58a6668cf4830.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ecd58a6668cf4830", + "api_calls": 0, + "input_tokens": 21650, + "cached_input_tokens": 20864, + "output_tokens": 164, + "total_tokens": 21814, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1562, + "estimated_output_tokens": 99, + "estimated_total_tokens": 1661, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11408.65, + "sql_execution_elapsed_ms_total": 1.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_ecd58a6668cf4830\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f053c5cfb9f1e4d70a74e3b3be411bd8b52ab7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ecd58a6668cf4830/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:47:45.045488+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11408.65, "started_at": "2026-05-04T09:47:33.617793+00:00", "ended_at": "2026-05-04T09:47:45.027068+00:00", "prompt_metrics": {"chars": 5491, "bytes_utf8": 5491, "lines": 182, "estimated_tokens": 1562}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 21650, "cached_input_tokens": 20864, "output_tokens": 164}, "stderr_preview": "2026-05-04T09:47:33.836001Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:47:36.213007Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, group_col_2=region, target_col=charges.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "target_col": "charges", + "target_value": "1121.8739", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44ede411608c072d6973ddff1e9c70c0483c5b85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-1a36-7163-98ff-3b7ef5810ecd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"children\\\", group_col_2=\\\"region\\\", and target_col=\\\"charges\\\". Cast \\\"charges\\\" to REAL because the SQLite schema stores it as TEXT while the bound target_value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21706,"cached_input_tokens":20864,"output_tokens":217}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5f102caaea603fe21f6c4da3491f6a4890e4464 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"children\", group_col_2=\"region\", and target_col=\"charges\". Cast \"charges\" to REAL because the SQLite schema stores it as TEXT while the bound target_value is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99784622363e26a4defaf5a3fc48b3e8aa849651 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:03.650236Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:06.029898Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:14.899379Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ecaf39f103f3531890101b4c95e1f462dd1c997 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, group_col_2=region, target_col=charges. +Result preview: [{"children": "0", "region": "southeast", "target_rate": 0.012121212121212121}, {"children": "0", "region": "northeast", "target_rate": 0.0}, {"children": "0", "region": "northwest", "target_rate": 0.0}, {"children": "0", "region": "southwest", "target_rate": 0.0}, {"children": "1", "region": "northeast", "target_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e8070214a4fafd7f47c2a57db876b23f26aed9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_f144ce956a23d883 +-- problem_id: v2p_m4_334f410787927700 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3b17818460f6e4561a133b97212b0b34f76db28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"children\", \"region\",\n AVG(CASE WHEN CAST(\"charges\" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS target_rate\nFROM \"m4\"\nGROUP BY \"children\", \"region\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"children\\\", \\\"region\\\",\\n AVG(CASE WHEN CAST(\\\"charges\\\" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"m4\\\"\\nGROUP BY \\\"children\\\", \\\"region\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"children\", \"region\", \"target_rate\"], \"rows\": [{\"children\": \"0\", \"region\": \"southeast\", \"target_rate\": 0.012121212121212121}, {\"children\": \"0\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"0\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"0\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"1\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"2\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"3\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"4\", \"region\": \"southwest\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"northeast\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"northwest\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"southeast\", \"target_rate\": 0.0}, {\"children\": \"5\", \"region\": \"southwest\", \"target_rate\": 0.0}], \"row_count_returned\": 24, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf340de2e278fc1add84c1adabf8873d0953837e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:26:03.406403+00:00", + "ended_at": "2026-05-04T09:26:15.739566+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_f144ce956a23d883", + "problem_id": "v2p_m4_334f410787927700", + "dataset_id": "m4", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=children, group_col_2=region, target_col=charges.", + "bindings": { + "group_col": "children", + "group_col_2": "region", + "target_col": "charges", + "target_value": "1121.8739", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 34.77, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_f144ce956a23d883.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_f144ce956a23d883", + "api_calls": 0, + "input_tokens": 21706, + "cached_input_tokens": 20864, + "output_tokens": 217, + "total_tokens": 21923, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1616, + "estimated_output_tokens": 131, + "estimated_total_tokens": 1747, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12298.88, + "sql_execution_elapsed_ms_total": 3.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_f144ce956a23d883\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d3b91f6868656ec4ab4ea7e9d12cf274c96624c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f144ce956a23d883/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:26:15.727110+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12298.88, "started_at": "2026-05-04T09:26:03.408805+00:00", "ended_at": "2026-05-04T09:26:15.707661+00:00", "prompt_metrics": {"chars": 5615, "bytes_utf8": 5615, "lines": 183, "estimated_tokens": 1616}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 21706, "cached_input_tokens": 20864, "output_tokens": 217}, "stderr_preview": "2026-05-04T09:26:03.650236Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:06.029898Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=age.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "age", + "band_col": "age", + "band_cut_1": 30.0, + "band_cut_2": 47.0, + "lower_bound": 30.0, + "upper_bound": 47.0, + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f977e6b9d4f406fbaeaa45678795dd264221a190 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25d-ddc1-7ae3-9eb0-7c480bdee638"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"age\\\" AS REAL) < 30.0 THEN 'low'\\n WHEN CAST(\\\"age\\\" AS REAL) < 47.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Binned Numeric Group Average template with \\\"age\\\" bound as both the banding column and measure column. Used CAST(... AS REAL) because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21740,"cached_input_tokens":20864,"output_tokens":193}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48a7cd37a4094b925f223eb25daf218755e4ae5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"age\" AS REAL) < 30.0 THEN 'low'\n WHEN CAST(\"age\" AS REAL) < 47.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Applied the required Binned Numeric Group Average template with \"age\" bound as both the banding column and measure column. Used CAST(... AS REAL) because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ea11b193cf8c363fa04a19989aae75a49c3a67a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:42:11.225133Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:42:13.573641Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:42:22.148501Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff3cd39fe2a5252e567d7bd4ce497c28fdedd3dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=age. +Result preview: [{"band_bucket": "high", "avg_measure": 55.022633744855966}, {"band_bucket": "mid", "avg_measure": 38.134199134199136}, {"band_bucket": "low", "avg_measure": 22.48173515981735}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f515a6fbad5e8f97d299ef61be9acc8756ab392a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_f5bb3cfe9069f078 +-- problem_id: v2p_m4_8546610e852b8366 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("age" AS REAL) < 30.0 THEN 'low' + WHEN CAST("age" AS REAL) < 47.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..140fad469f4e0e1b6b4d264a49f21d1f8402d7ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"age\" AS REAL) < 30.0 THEN 'low'\n WHEN CAST(\"age\" AS REAL) < 47.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"age\" AS REAL)) AS avg_measure\nFROM \"m4\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"age\\\" AS REAL) < 30.0 THEN 'low'\\n WHEN CAST(\\\"age\\\" AS REAL) < 47.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure\\nFROM \\\"m4\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 55.022633744855966}, {\"band_bucket\": \"mid\", \"avg_measure\": 38.134199134199136}, {\"band_bucket\": \"low\", \"avg_measure\": 22.48173515981735}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d6d24e5ac4dd818622a895fd7933f5667af9fd07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:42:10.965181+00:00", + "ended_at": "2026-05-04T09:42:22.962089+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_f5bb3cfe9069f078", + "problem_id": "v2p_m4_8546610e852b8366", + "dataset_id": "m4", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=age.", + "bindings": { + "measure_col": "age", + "band_col": "age", + "band_cut_1": 30.0, + "band_cut_2": 47.0, + "lower_bound": 30.0, + "upper_bound": 47.0, + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_f5bb3cfe9069f078.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_f5bb3cfe9069f078", + "api_calls": 0, + "input_tokens": 21740, + "cached_input_tokens": 20864, + "output_tokens": 193, + "total_tokens": 21933, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1650, + "estimated_output_tokens": 146, + "estimated_total_tokens": 1796, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11964.07, + "sql_execution_elapsed_ms_total": 2.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_f5bb3cfe9069f078\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70f29d7b1e27caae2d2ad382efa8c70747de7034 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_f5bb3cfe9069f078/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:42:22.950257+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11964.07, "started_at": "2026-05-04T09:42:10.967065+00:00", "ended_at": "2026-05-04T09:42:22.931250+00:00", "prompt_metrics": {"chars": 5732, "bytes_utf8": 5732, "lines": 184, "estimated_tokens": 1650}, "response_metrics": {"chars": 567, "bytes_utf8": 567, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 21740, "cached_input_tokens": 20864, "output_tokens": 193}, "stderr_preview": "2026-05-04T09:42:11.225133Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:42:13.573641Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cafa905c776b23c222ea2b05ad92cc813f4bc5c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-a48c-78a1-b60a-e1e0713a76e7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sex\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sex\\\";\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"sex\\\", measure_col=\\\"age\\\", and min_group_size=5. CAST was added because \\\"age\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21643,"cached_input_tokens":19840,"output_tokens":195}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf10964704f73b2d2065ab87a4847ac7d3c190f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sex\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\"\nHAVING COUNT(*) > 5\nORDER BY \"sex\";","notes":"Applied the planned Support-Guarded Group Average template with group_col=\"sex\", measure_col=\"age\", and min_group_size=5. CAST was added because \"age\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..376cc5588f527ff3b7864996882f77191b4c71dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:11.365374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:13.688929Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:24.112260Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4a9973a0fa2955fc698eee2b8cc68d2504f7307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age. +Result preview: [{"sex": "female", "avg_measure": 39.48169838945827, "support": 1366}, {"sex": "male", "avg_measure": 38.74822190611664, "support": 1406}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d29257b41517b5acd7fb8be8afde480efedfe46d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_fcd73825378cc806 +-- problem_id: v2p_m4_9c07fd4faebae658 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "sex" +HAVING COUNT(*) > 5 +ORDER BY "sex"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66a5038955f04e26c6256b9cd0401e3cdf1cff94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"sex\", AVG(CAST(\"age\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"m4\"\nGROUP BY \"sex\"\nHAVING COUNT(*) > 5\nORDER BY \"sex\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"sex\\\", AVG(CAST(\\\"age\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"m4\\\"\\nGROUP BY \\\"sex\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"sex\\\";\", \"columns\": [\"sex\", \"avg_measure\", \"support\"], \"rows\": [{\"sex\": \"female\", \"avg_measure\": 39.48169838945827, \"support\": 1366}, {\"sex\": \"male\", \"avg_measure\": 38.74822190611664, \"support\": 1406}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f79272a0691aa3790563974f8cbb05ea8d5b30f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:21:11.174116+00:00", + "ended_at": "2026-05-04T09:21:24.893465+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_fcd73825378cc806", + "problem_id": "v2p_m4_9c07fd4faebae658", + "dataset_id": "m4", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=sex, measure_col=age.", + "bindings": { + "group_col": "sex", + "measure_col": "age", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 47.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_fcd73825378cc806.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_fcd73825378cc806", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 19840, + "output_tokens": 195, + "total_tokens": 21838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13684.79, + "sql_execution_elapsed_ms_total": 4.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_fcd73825378cc806\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..576090131c4f6c66a1ea1870f133101fe779948b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:24.880589+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13684.79, "started_at": "2026-05-04T09:21:11.176416+00:00", "ended_at": "2026-05-04T09:21:24.861116+00:00", "prompt_metrics": {"chars": 5430, "bytes_utf8": 5430, "lines": 180, "estimated_tokens": 1555}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 21643, "cached_input_tokens": 19840, "output_tokens": 195}, "stderr_preview": "2026-05-04T09:21:11.365374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:13.688929Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"sex\\\";\",\"notes\":\"Applied the planned Support-Guarded Group Average template with group_col=\\\"sex\\\", measure_col=\\\"age\\\", and min_group_size=5. CAST was added because \\\"age\\\" is stored as TEXT in the schema.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..98712798695cc203fd88329e53ce07ff86bd059f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73825378cc806/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_fcd73825378cc806", + "api_calls": 0, + "input_tokens": 21643, + "cached_input_tokens": 19840, + "output_tokens": 195, + "total_tokens": 21838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1555, + "estimated_output_tokens": 111, + "estimated_total_tokens": 1666, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13684.79, + "sql_execution_elapsed_ms_total": 4.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_fcd73825378cc806\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26cf46c531bf7c0d0595761a66c46ada4a698bba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 5482, "bytes_utf8": 5482, "lines": 182, "estimated_tokens": 1561}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21649, "cached_input_tokens": 20864, "output_tokens": 118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba66ee7a9dce325e55c9f78ebd1a1780a4b6c271 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_fcd73f29216c603a", + "api_calls": 0, + "input_tokens": 21649, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 21767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1561, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11017.93, + "sql_execution_elapsed_ms_total": 1.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_fcd73f29216c603a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9d10c167bfc597f951389c6e575450a9e3e7f5d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:47:10.542804+00:00", + "ended_at": "2026-05-04T09:47:21.560424+00:00", + "elapsed_ms": 11017.93, + "prompt_metrics": { + "chars": 5482, + "bytes_utf8": 5482, + "lines": 182, + "estimated_tokens": 1561 + }, + "stdout_metrics": { + "chars": 723, + "bytes_utf8": 723, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13256 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 21649, + "cached_input_tokens": 20864, + "output_tokens": 118 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51719d3bb23b6b748cab1f374a213b7387f40f4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,182 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "smoker", + "predicate_col": "smoker", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c296523ffda0d44a927dc839630bef3756b9638e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df262-6fd2-7cc3-b21d-a89f5d1d4606"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"smoker\\\" = 'no'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"smoker\\\" and predicate_col=\\\"smoker\\\". Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21649,"cached_input_tokens":20864,"output_tokens":118}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a04920fbb186eb7fb55bd15940ec2680c1fdaf9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"smoker\" = 'no'\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the required Filtered Top-k Group Count template with bound roles group_col=\"smoker\" and predicate_col=\"smoker\". Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..155097e42dec7ef3284d435a1b1c8dd12a7cd660 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:47:10.730265Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:47:13.171159Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:47:20.590227Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e51aa940ad226bd6a4d01bc1576b6fa4c653911f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker. +Result preview: [{"smoker": "no", "support": 2208}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cb363ed4ee522b986a186170629b63dc61247c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_fcd73f29216c603a +-- problem_id: v2p_m4_ccffc946ebda0724 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE "smoker" = 'no' +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..295494d343275adb76b85036cd47ec3ec28d6f27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"smoker\", COUNT(*) AS support\nFROM \"m4\"\nWHERE \"smoker\" = 'no'\nGROUP BY \"smoker\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"smoker\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE \\\"smoker\\\" = 'no'\\nGROUP BY \\\"smoker\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"smoker\", \"support\"], \"rows\": [{\"smoker\": \"no\", \"support\": 2208}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fbb4c007e07899987aa6dd654e232179e2b7f6a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:47:10.540431+00:00", + "ended_at": "2026-05-04T09:47:21.592208+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_fcd73f29216c603a", + "problem_id": "v2p_m4_ccffc946ebda0724", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=smoker.", + "bindings": { + "group_col": "smoker", + "predicate_col": "smoker", + "predicate_op": "=", + "predicate_value": "no", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 51.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_fcd73f29216c603a.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_fcd73f29216c603a", + "api_calls": 0, + "input_tokens": 21649, + "cached_input_tokens": 20864, + "output_tokens": 118, + "total_tokens": 21767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1561, + "estimated_output_tokens": 102, + "estimated_total_tokens": 1663, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11017.93, + "sql_execution_elapsed_ms_total": 1.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_fcd73f29216c603a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28b0cb86a6ea07afcff0e8de31e8d5cf32f36ad2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_fcd73f29216c603a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:47:21.581476+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11017.93, "started_at": "2026-05-04T09:47:10.542804+00:00", "ended_at": "2026-05-04T09:47:21.560424+00:00", "prompt_metrics": {"chars": 5482, "bytes_utf8": 5482, "lines": 182, "estimated_tokens": 1561}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 21649, "cached_input_tokens": 20864, "output_tokens": 118}, "stderr_preview": "2026-05-04T09:47:10.730265Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:47:13.171159Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m4 +- dataset_name: Medical Insurance Charges +- table_name: m4 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one insured individual/profile with associated medical insurance charge. +- task_type: regression +- target_column: charges +- main_row_count: 2772 +- important_fields: +- age: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Age in years. +- sex: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Biological sex category. +- bmi: role=feature, type=numeric. tags=['condition_candidate', 'measure'] desc=Body mass index. +- children: role=feature, type=numeric_discrete. tags=['condition_candidate', 'measure', 'subgroup_candidate'] desc=Number of dependent children. +- smoker: role=feature, type=categorical_binary. tags=['condition_candidate', 'subgroup_candidate'] desc=Smoking status. +- region: role=feature, type=categorical_nominal. tags=['condition_candidate', 'subgroup_candidate'] desc=Residential region category. +- charges: role=target, type=numeric_target. tags=['target_candidate'] desc=Medical insurance charges. +- useful_field_combinations: [['smoker', 'bmi', 'charges'], ['age', 'children', 'charges'], ['region', 'smoker', 'charges']] +- fields_requiring_caution: ['charges', 'smoker', 'sex'] +- source_url: https://huggingface.co/datasets/rahulvyasm/medical_insurance_data + +SQLite schema snapshot: +{ + "table_name": "m4", + "quoted_table_name": "\"m4\"", + "row_count": 2772, + "columns": [ + { + "name": "age", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "sex", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bmi", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "children", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "smoker", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "charges", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "age": "19", + "sex": "female", + "bmi": "27.9", + "children": "0", + "smoker": "yes", + "region": "southwest", + "charges": "16884.924" + }, + { + "age": "18", + "sex": "male", + "bmi": "33.77", + "children": "1", + "smoker": "no", + "region": "southeast", + "charges": "1725.5523" + }, + { + "age": "28", + "sex": "male", + "bmi": "33", + "children": "3", + "smoker": "no", + "region": "southeast", + "charges": "4449.462" + }, + { + "age": "33", + "sex": "male", + "bmi": "22.705", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "21984.47061" + }, + { + "age": "32", + "sex": "male", + "bmi": "28.88", + "children": "0", + "smoker": "no", + "region": "northwest", + "charges": "3866.8552" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m4", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "children", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 51.0, + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71aae52b92dd47a007b211f76e0bf0f543ca0fd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df262-40aa-7c83-9077-1b0b641a9cab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 51.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Applied the planned filtered top-k group count template with group_col=\\\"children\\\" and predicate on \\\"age\\\" >= 51.0. Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":21649,"cached_input_tokens":20864,"output_tokens":183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbfef3e71a93665c15983196d094489291a2bbdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"age\" AS REAL) >= 51.0\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 16;","notes":"Applied the planned filtered top-k group count template with group_col=\"children\" and predicate on \"age\" >= 51.0. Cast \"age\" to REAL because the schema stores numeric fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..500c87195a33e062db0cb829989085508bd968e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:46:58.716234Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:47:01.070404Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:47:09.634331Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..caee6ce47d428630d3f36f47a051b2fd964ab40c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children. +Result preview: [{"children": "0", "support": 404}, {"children": "1", "support": 136}, {"children": "3", "support": 94}, {"children": "2", "support": 94}, {"children": "4", "support": 8}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cf2619abd38072712585ef49af5b4f180302e11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_ffe04e75d3084df8 +-- problem_id: v2p_m4_1e73a0200a385d60 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("age" AS REAL) >= 51.0 +GROUP BY "children" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b07ab683309038fa6cc646a5f89184d049a4be4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"children\", COUNT(*) AS support\nFROM \"m4\"\nWHERE CAST(\"age\" AS REAL) >= 51.0\nGROUP BY \"children\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"children\\\", COUNT(*) AS support\\nFROM \\\"m4\\\"\\nWHERE CAST(\\\"age\\\" AS REAL) >= 51.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"children\", \"support\"], \"rows\": [{\"children\": \"0\", \"support\": 404}, {\"children\": \"1\", \"support\": 136}, {\"children\": \"3\", \"support\": 94}, {\"children\": \"2\", \"support\": 94}, {\"children\": \"4\", \"support\": 8}, {\"children\": \"5\", \"support\": 2}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..acef90752a852459efaf41f8b900bb611aab201c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_d", + "dataset_id": "m4", + "started_at": "2026-05-04T09:46:55.124525+00:00", + "ended_at": "2026-05-04T09:47:10.537520+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m4_ffe04e75d3084df8", + "problem_id": "v2p_m4_1e73a0200a385d60", + "dataset_id": "m4", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=children.", + "bindings": { + "group_col": "children", + "predicate_col": "age", + "predicate_op": ">=", + "predicate_value": 51.0, + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\sql\\v2q_m4_ffe04e75d3084df8.sql", + "usage_summary": { + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ffe04e75d3084df8", + "api_calls": 0, + "input_tokens": 21649, + "cached_input_tokens": 20864, + "output_tokens": 183, + "total_tokens": 21832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1561, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15375.29, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_ffe04e75d3084df8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b3a0ca60d289ff47f176d6dbcf9c7541218663f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:47:10.521168+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15375.29, "started_at": "2026-05-04T09:46:55.126300+00:00", "ended_at": "2026-05-04T09:47:10.501021+00:00", "prompt_metrics": {"chars": 5485, "bytes_utf8": 5485, "lines": 182, "estimated_tokens": 1561}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 21649, "cached_input_tokens": 20864, "output_tokens": 183}, "stderr_preview": "2026-05-04T09:46:58.716234Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:47:01.070404Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 51.0\\nGROUP BY \\\"children\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Applied the planned filtered top-k group count template with group_col=\\\"children\\\" and predicate on \\\"age\\\" >= 51.0. Cast \\\"age\\\" to REAL because the schema stores numeric fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..85db55d6d454961d393724352c4b825280357a6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/artifacts/v2q_m4_ffe04e75d3084df8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m4", + "model": "v2-cli:codex", + "run_id": "v2q_m4_ffe04e75d3084df8", + "api_calls": 0, + "input_tokens": 21649, + "cached_input_tokens": 20864, + "output_tokens": 183, + "total_tokens": 21832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 1561, + "estimated_output_tokens": 106, + "estimated_total_tokens": 1667, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15375.29, + "sql_execution_elapsed_ms_total": 1.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_d\\m4\\artifacts\\v2q_m4_ffe04e75d3084df8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0028b5dc97fdb1bc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0028b5dc97fdb1bc.sql new file mode 100644 index 0000000000000000000000000000000000000000..7823fa9bd4e18989fc56a05c99c3d102a3857edc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0028b5dc97fdb1bc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_0028b5dc97fdb1bc +-- problem_id: v2p_m4_85d3ff1ff5096731 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "sex" = 'female' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_00f7143d6bd8e184.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_00f7143d6bd8e184.sql new file mode 100644 index 0000000000000000000000000000000000000000..ebcfa8e24bd469eee18adcaf68f18ce56265c8e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_00f7143d6bd8e184.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_00f7143d6bd8e184 +-- problem_id: v2p_m4_0377c8c216183a92 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("children" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0448b2da7318c4cb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0448b2da7318c4cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b256f45fd51e68ed2ea64bf133167b6ba480d35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0448b2da7318c4cb.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_0448b2da7318c4cb +-- problem_id: v2p_m4_18e3ab0f3fa7da59 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_07fe452984b5a721.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_07fe452984b5a721.sql new file mode 100644 index 0000000000000000000000000000000000000000..92bfeb2ab1b4ec80613d6ba626f202aee43b2095 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_07fe452984b5a721.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_07fe452984b5a721 +-- problem_id: v2p_m4_9c84edbc29021be2 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "sex", + SUM(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "sex" +) +SELECT "sex", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_08404833d3eb23f2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_08404833d3eb23f2.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf2527634853bb980bc3da62327ed253a96fd5c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_08404833d3eb23f2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_08404833d3eb23f2 +-- problem_id: v2p_m4_02a05b4f67595533 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_08e5ec02e7ff369b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_08e5ec02e7ff369b.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae7a0596f18faffadbf75f36e573896aba78f4e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_08e5ec02e7ff369b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_08e5ec02e7ff369b +-- problem_id: v2p_m4_0a6430c93a190077 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age", + COUNT(*) AS support, + AVG("children") AS avg_response +FROM "m4" +GROUP BY "age" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0a9d7a958f90c066.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0a9d7a958f90c066.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab3fd81e6cdb0e3218b0a12d3388191d48dd778e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0a9d7a958f90c066.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_0a9d7a958f90c066 +-- problem_id: v2p_m4_fec222b5d057fbb0 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN "sex" = 'male' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0b726cb96e9aa19e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0b726cb96e9aa19e.sql new file mode 100644 index 0000000000000000000000000000000000000000..be7b3182e15dded29a3a45b88f254adf0f5dd8a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0b726cb96e9aa19e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_0b726cb96e9aa19e +-- problem_id: v2p_m4_967cde8530d21c44 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0c26f30d504c3f6e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0c26f30d504c3f6e.sql new file mode 100644 index 0000000000000000000000000000000000000000..466b4946e799e25d67cf1a047a44e88359648dbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0c26f30d504c3f6e.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_0c26f30d504c3f6e +-- problem_id: v2p_m4_e08acfad4c5bfe47 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "age_num", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" + WHERE "smoker" IS NOT NULL + AND "age" IS NOT NULL +), +"percentiles" AS ( + SELECT + "smoker", + MIN("age_num") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) + GROUP BY "smoker" +) +SELECT + "smoker", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0c35b494385f3a23.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0c35b494385f3a23.sql new file mode 100644 index 0000000000000000000000000000000000000000..c32672c9f9c48f0876a0edad6b9c5fca3d4f7889 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0c35b494385f3a23.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_0c35b494385f3a23 +-- problem_id: v2p_m4_b9e84ce752c08527 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("bmi" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "children" +HAVING COUNT(*) > 5 +ORDER BY "children"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0e0cbfae25b8a1b2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0e0cbfae25b8a1b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..e537b4e8089b91404a72e1bb6f58ee086e56ed81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_0e0cbfae25b8a1b2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_0e0cbfae25b8a1b2 +-- problem_id: v2p_m4_48be0a64ea281f0a +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", "region", + AVG(CASE WHEN "charges" = '1135.9407' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1738401e2012e53e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1738401e2012e53e.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bec2eff196f983fb4119786c87f01e3baf6cf4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1738401e2012e53e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_1738401e2012e53e +-- problem_id: v2p_m4_cc50281dffdcfb9b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_19565a979760e899.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_19565a979760e899.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0141eb6d9a5e38019c18f8d067bbf09e02b692b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_19565a979760e899.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_19565a979760e899 +-- problem_id: v2p_m4_ec14dde01b4bde3b +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1a052ed6c67d22cc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1a052ed6c67d22cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..84bf5c01039a63f41e8fa22eeb5d59f8cd19c84c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1a052ed6c67d22cc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_1a052ed6c67d22cc +-- problem_id: v2p_m4_ad14151c649f03c6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "smoker", + "region", + COUNT(*) AS "support" +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY "support" ASC, "smoker", "region" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1d1b70770caec967.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1d1b70770caec967.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d39375c4b4007c97b68492a8f6a60f23253b43e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1d1b70770caec967.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_1d1b70770caec967 +-- problem_id: v2p_m4_2c296addd68ae20a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1d318b1df0537907.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1d318b1df0537907.sql new file mode 100644 index 0000000000000000000000000000000000000000..27b34040ec9255cbe23dac4e138c2f62be69b4cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1d318b1df0537907.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m4_1d318b1df0537907 +-- problem_id: v2p_m4_dac09e28d79ea14f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sex" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "sex" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1f730533602efff3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1f730533602efff3.sql new file mode 100644 index 0000000000000000000000000000000000000000..0fc6829515fa2e3f58f363744a3864179080b67e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_1f730533602efff3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_1f730533602efff3 +-- problem_id: v2p_m4_6ece87a8b17d0766 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "charges", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m4" +GROUP BY "charges" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2302bb43429633e3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2302bb43429633e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf2f3392a61762610909eb5d6c40d2ca61b0b22a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2302bb43429633e3.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_2302bb43429633e3 +-- problem_id: v2p_m4_4867d0e933794c59 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "sex" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sex" + ) AS "cnt" + FROM "m4" + WHERE "sex" IS NOT NULL + AND "age" IS NOT NULL +) +SELECT + "sex", + "age_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INT) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2480659b3212d865.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2480659b3212d865.sql new file mode 100644 index 0000000000000000000000000000000000000000..29e22908f7a8c8aca8ef80b9912adae9aa4c7e5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2480659b3212d865.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_2480659b3212d865 +-- problem_id: v2p_m4_bd9328833e65cf02 +-- realization_mode: agent +-- source_kind: agent +SELECT + "sex", + "region", + COUNT(*) AS support +FROM "m4" +GROUP BY "sex", "region" +ORDER BY support ASC, "sex", "region" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_265ee63b932a2383.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_265ee63b932a2383.sql new file mode 100644 index 0000000000000000000000000000000000000000..f67880e34d2b6ba25ff2392c5d6f991ecb1d628c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_265ee63b932a2383.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_265ee63b932a2383 +-- problem_id: v2p_m4_d363e331b8c1466d +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_27199dfc029f4a21.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_27199dfc029f4a21.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fdfbb465867051841ac450123a3fd7449cf886e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_27199dfc029f4a21.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m4_27199dfc029f4a21 +-- problem_id: v2p_m4_a41bb0ced785db4a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "region" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "region" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_27cb07380393c652.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_27cb07380393c652.sql new file mode 100644 index 0000000000000000000000000000000000000000..8319d5949c399b65260cb196ca065fa0aeb7b33a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_27cb07380393c652.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_27cb07380393c652 +-- problem_id: v2p_m4_28629f91f3d512a0 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "region" = 'southeast' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m4" +GROUP BY "smoker" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_289f63438562b5ed.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_289f63438562b5ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b7ac23f3fb8bc6827b3d5bad917b762fd49eb90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_289f63438562b5ed.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_289f63438562b5ed +-- problem_id: v2p_m4_dd41b2c0cfa7ec9c +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("bmi" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "children" +HAVING COUNT(*) > 5 +ORDER BY CAST("children" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2a18e197510226c8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2a18e197510226c8.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b3337de1eb15c0155ba1983e8626eda227a11b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2a18e197510226c8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_2a18e197510226c8 +-- problem_id: v2p_m4_ac1f37f2bc90dcfd +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m4" +GROUP BY "sex" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2a63d732aa0025b3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2a63d732aa0025b3.sql new file mode 100644 index 0000000000000000000000000000000000000000..37123b78c359629e870495f97ba2f0f223ad67eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2a63d732aa0025b3.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m4_2a63d732aa0025b3 +-- problem_id: v2p_m4_297c9ba20f13cef9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "children" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "children" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2b4e4f6b570ea3c9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2b4e4f6b570ea3c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9af1448f505c925463151965c29f1f93ea633c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2b4e4f6b570ea3c9.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_2b4e4f6b570ea3c9 +-- problem_id: v2p_m4_2f0fa191c61269da +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY CAST("age" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "m4" +), +"picked" AS ( + SELECT + "smoker", + "age_value", + "rn", + "cnt", + CAST((0.9 * "cnt") + 0.999999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "smoker", + "age_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2b6fe1b4cccc5837.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2b6fe1b4cccc5837.sql new file mode 100644 index 0000000000000000000000000000000000000000..937a08ea10e068db0fb53e5b9caecd29436c1542 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2b6fe1b4cccc5837.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m4_2b6fe1b4cccc5837 +-- problem_id: v2p_m4_1b8cf5fe2901c4e2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "smoker" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "smoker" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2bf766a9dd80d5e0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2bf766a9dd80d5e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..9adc296abbb85bb4d8e6541b0b7a5bba0fe1bad1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2bf766a9dd80d5e0.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_2bf766a9dd80d5e0 +-- problem_id: v2p_m4_ad4bbb19ef685f21 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("age" AS REAL) < 30.0 THEN 'low' + WHEN CAST("age" AS REAL) < 47.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("age" AS REAL)) AS "avg_measure" +FROM "m4" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2e3ec645f5387cfa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2e3ec645f5387cfa.sql new file mode 100644 index 0000000000000000000000000000000000000000..c96bf8aef6afcbe2b6b0a6fffc7b36ced3f447d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2e3ec645f5387cfa.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_2e3ec645f5387cfa +-- problem_id: v2p_m4_5c3af3f67106ec7a +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("age" AS REAL) < 30.0 THEN 'low' + WHEN CAST("age" AS REAL) < 47.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2ee55e253ed15a6a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2ee55e253ed15a6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5ab7d4627b00ee26f48ef648f73d3628d1fbae7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2ee55e253ed15a6a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_2ee55e253ed15a6a +-- problem_id: v2p_m4_751344bcd384cc9c +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("bmi" AS REAL) < 27.72 THEN 'low' + WHEN CAST("bmi" AS REAL) < 33.11 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2f1ddaef1eaff48c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2f1ddaef1eaff48c.sql new file mode 100644 index 0000000000000000000000000000000000000000..d66195fd652902d27e44b388f52e5221c6cd1df7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2f1ddaef1eaff48c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_2f1ddaef1eaff48c +-- problem_id: v2p_m4_6f8dbb3d7baaa6f8 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2f218d0e32bb100e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2f218d0e32bb100e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d84242366bce2c2bee89ec37e044f7adc9a0837d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_2f218d0e32bb100e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_2f218d0e32bb100e +-- problem_id: v2p_m4_e98a9bc3828fd9ae +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE "sex" = 'male' +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3080083919e95d31.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3080083919e95d31.sql new file mode 100644 index 0000000000000000000000000000000000000000..dff0faea12fe440e53dd551fb137a1abb601ec51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3080083919e95d31.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_3080083919e95d31 +-- problem_id: v2p_m4_d18391a22aed35b7 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("bmi" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_311b40caec0c84b1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_311b40caec0c84b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..892a7ffa446c1430c48ed47711c91427cbc654e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_311b40caec0c84b1.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_311b40caec0c84b1 +-- problem_id: v2p_m4_117ce967943a7891 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("age" AS REAL) < 30.0 THEN 'low' + WHEN CAST("age" AS REAL) < 47.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("age" AS REAL)) AS "avg_measure" +FROM "m4" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_312d3f529046dd4a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_312d3f529046dd4a.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6f16b50faeb0dce8c1c93eafe09e3a77dd2ed6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_312d3f529046dd4a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_312d3f529046dd4a +-- problem_id: v2p_m4_eefd482a7e754403 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("children" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "smoker" +HAVING COUNT(*) > 5 +ORDER BY "smoker"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3422b7dafce43ccf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3422b7dafce43ccf.sql new file mode 100644 index 0000000000000000000000000000000000000000..73e40362e84d0962e6468b1aff2a0dfa45e2a3e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3422b7dafce43ccf.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m4_3422b7dafce43ccf +-- problem_id: v2p_m4_fb7b0be06ccbf6b2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "region" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "region" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_35a97d5b3c3d8956.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_35a97d5b3c3d8956.sql new file mode 100644 index 0000000000000000000000000000000000000000..8326ec2295bce96eeb2661699e9026b912d9be3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_35a97d5b3c3d8956.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_35a97d5b3c3d8956 +-- problem_id: v2p_m4_10258a026c70a35a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("bmi" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "sex" +HAVING COUNT(*) > 5 +ORDER BY "sex"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3774d9b4c2d0e80a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3774d9b4c2d0e80a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a691f7f12b9b54389c3dc033b835dd4ab8802a46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3774d9b4c2d0e80a.sql @@ -0,0 +1,54 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_3774d9b4c2d0e80a +-- problem_id: v2p_m4_5efe78e4fdb4faf8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("children" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" + WHERE "region" = 'southwest' + AND "children" IS NOT NULL +), +"params" AS ( + SELECT + "smoker", + "cnt", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INT) AS "lower_rn" + FROM "ranked" + GROUP BY "smoker", "cnt" +) +SELECT + "p"."smoker", + CASE + WHEN "p"."pos" = "p"."lower_rn" THEN + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure" END) + ELSE + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure" END) + + ("p"."pos" - "p"."lower_rn") * ( + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" + 1 THEN "r"."measure" END) - + MAX(CASE WHEN "r"."rn" = "p"."lower_rn" THEN "r"."measure" END) + ) + END AS "conditional_percentile" +FROM "params" AS "p" +JOIN "ranked" AS "r" + ON "r"."smoker" = "p"."smoker" +GROUP BY "p"."smoker", "p"."cnt", "p"."pos", "p"."lower_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_37844a608f60dd58.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_37844a608f60dd58.sql new file mode 100644 index 0000000000000000000000000000000000000000..efbcc4c32088a9a255d004761638fb5bf30ab420 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_37844a608f60dd58.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_37844a608f60dd58 +-- problem_id: v2p_m4_ab3cf9e7408f579c +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "smoker" = 'no' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_39f41b95de06ca96.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_39f41b95de06ca96.sql new file mode 100644 index 0000000000000000000000000000000000000000..1273eed197a51b9889c3a7ea88a690b30dc70347 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_39f41b95de06ca96.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_39f41b95de06ca96 +-- problem_id: v2p_m4_65640da70aa7caa7 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE CAST("bmi" AS REAL) >= 34.77 +GROUP BY "sex" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3d308ed75b5c759e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3d308ed75b5c759e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce59dcdcde250218dcb7121b72bbd9f46926b67a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3d308ed75b5c759e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_3d308ed75b5c759e +-- problem_id: v2p_m4_7b45043a11ad6a79 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "smoker", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3e45e602ef70370e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3e45e602ef70370e.sql new file mode 100644 index 0000000000000000000000000000000000000000..fa2093d583857805c406c988e512dfb2da3f2ea8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3e45e602ef70370e.sql @@ -0,0 +1,50 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_3e45e602ef70370e +-- problem_id: v2p_m4_7262ecfa49c88cf8 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi" + FROM "m4" + WHERE "sex" = 'male' + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "sex", + "bmi", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "bmi") AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "filtered" +), +"percentiles" AS ( + SELECT + "sex", + MIN("bmi") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" >= CASE + WHEN 0.95 * "cnt" = CAST(0.95 * "cnt" AS INTEGER) THEN CAST(0.95 * "cnt" AS INTEGER) + ELSE CAST(0.95 * "cnt" AS INTEGER) + 1 + END + GROUP BY "sex" +) +SELECT + "groups"."sex", + "percentiles"."conditional_percentile" +FROM ( + SELECT DISTINCT "sex" + FROM "m4" +) AS "groups" +LEFT JOIN "percentiles" + ON "groups"."sex" = "percentiles"."sex" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3f070ac66e939274.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3f070ac66e939274.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5bc46bc453a36ecfd96ee738d5e7e88d7e69d49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_3f070ac66e939274.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_3f070ac66e939274 +-- problem_id: v2p_m4_df071f24cc89fc0a +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("bmi" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "region" +HAVING COUNT(*) > 5 +ORDER BY "region"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_402cf2b620aaf6be.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_402cf2b620aaf6be.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea5e09e26a54800ef9222b3bab7f84111b03b8c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_402cf2b620aaf6be.sql @@ -0,0 +1,69 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_402cf2b620aaf6be +-- problem_id: v2p_m4_f0c7236e0dfd6e32 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "region", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "region" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "region" + ) AS "cnt" + FROM "m4" + WHERE "region" IS NOT NULL + AND "age" IS NOT NULL +), +"params" AS ( + SELECT + "region", + "cnt", + 1.0 + ("cnt" - 1.0) * 0.9 AS "pos" + FROM "ranked" + GROUP BY "region", "cnt" +), +"bounds" AS ( + SELECT + "region", + "cnt", + "pos", + CAST("pos" AS INTEGER) AS "lo_rn", + CAST("pos" AS INTEGER) + CASE + WHEN "pos" > CAST("pos" AS INTEGER) THEN 1 + ELSE 0 + END AS "hi_rn" + FROM "params" +), +"picked" AS ( + SELECT + b."region", + b."pos", + b."lo_rn", + b."hi_rn", + MAX(CASE WHEN r."rn" = b."lo_rn" THEN r."age_value" END) AS "lo_val", + MAX(CASE WHEN r."rn" = b."hi_rn" THEN r."age_value" END) AS "hi_val" + FROM "bounds" AS b + JOIN "ranked" AS r + ON r."region" = b."region" + GROUP BY b."region", b."pos", b."lo_rn", b."hi_rn" +) +SELECT + "region", + CASE + WHEN "lo_rn" = "hi_rn" THEN "lo_val" + ELSE "lo_val" + ("pos" - "lo_rn") * ("hi_val" - "lo_val") + END AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_40c6143fe9d96382.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_40c6143fe9d96382.sql new file mode 100644 index 0000000000000000000000000000000000000000..6211e5c2e379a5ba87482f05ac5aeef210193680 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_40c6143fe9d96382.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_40c6143fe9d96382 +-- problem_id: v2p_m4_331497a5c0bf6e4b +-- realization_mode: agent +-- source_kind: agent +WITH "all_groups" AS ( + SELECT DISTINCT "children" + FROM "m4" +), +"filtered_ranked" AS ( + SELECT + "children" AS "group_col", + CAST("children" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "children" + ORDER BY CAST("children" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "children" + ) AS "cnt" + FROM "m4" + WHERE "children" = '0' +), +"conditional_quantile" AS ( + SELECT + "group_col", + "measure_value" AS "conditional_percentile" + FROM "filtered_ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999 AS INT) +) +SELECT + g."children", + q."conditional_percentile" +FROM "all_groups" AS g +LEFT JOIN "conditional_quantile" AS q + ON g."children" = q."group_col" +ORDER BY q."conditional_percentile" DESC, g."children"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4113aa8db12a7279.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4113aa8db12a7279.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f1047267ce79368e1923d65cf89d28a33d27d8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4113aa8db12a7279.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_4113aa8db12a7279 +-- problem_id: v2p_m4_78a0a09b39995a61 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4569f5ece9b28130.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4569f5ece9b28130.sql new file mode 100644 index 0000000000000000000000000000000000000000..0e147e2e0817500b2c7fa69620622554980387c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4569f5ece9b28130.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_4569f5ece9b28130 +-- problem_id: v2p_m4_60f783bafc0e0659 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "region", + SUM(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "region" +) +SELECT "region", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_481987bb936cc412.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_481987bb936cc412.sql new file mode 100644 index 0000000000000000000000000000000000000000..bcc8822be6d250bd9d152baf98c040b5ab8cfda1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_481987bb936cc412.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_481987bb936cc412 +-- problem_id: v2p_m4_41a3b6b9a79d0196 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_49297d9c933b8f0d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_49297d9c933b8f0d.sql new file mode 100644 index 0000000000000000000000000000000000000000..5344e55c2314d07f52675ceb61e1b7fbd76ec3e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_49297d9c933b8f0d.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_49297d9c933b8f0d +-- problem_id: v2p_m4_ec2d65066daeb2fa +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "region", + SUM(CASE WHEN "smoker" = 'no' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "smoker" = 'yes' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "region" +) +SELECT "region", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4b57b2703dc8e9b8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4b57b2703dc8e9b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc8042cd8629db1eb92e981da07be3815742388e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4b57b2703dc8e9b8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_4b57b2703dc8e9b8 +-- problem_id: v2p_m4_1badbb2779818d51 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE "sex" = 'female' +GROUP BY "region" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4c5bcf5ee715b5c5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4c5bcf5ee715b5c5.sql new file mode 100644 index 0000000000000000000000000000000000000000..738b3141b9d09e243fb185f03d5d3f9c0b5935a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4c5bcf5ee715b5c5.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_4c5bcf5ee715b5c5 +-- problem_id: v2p_m4_da58f0ab8d265211 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "sex", + SUM(CASE WHEN "region" = 'southeast' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "region" = 'southwest' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "sex" +) +SELECT "sex", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4fd176a133c9fe63.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4fd176a133c9fe63.sql new file mode 100644 index 0000000000000000000000000000000000000000..0cb750fb34078032f2ea9f0dcda729a0d8bc7ad1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_4fd176a133c9fe63.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_4fd176a133c9fe63 +-- problem_id: v2p_m4_82a2abf67068b5c6 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "smoker" +HAVING COUNT(*) > 5 +ORDER BY "smoker"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_503dcfe732c0a741.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_503dcfe732c0a741.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d836a1a1a142883fdb04862b135f0c939fed25c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_503dcfe732c0a741.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_503dcfe732c0a741 +-- problem_id: v2p_m4_bb6e3a2d2c0bebb9 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("age" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_51fdd1b90eb1e60d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_51fdd1b90eb1e60d.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc8f73b5dff86dfebcbbe0271563c6386f5b9030 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_51fdd1b90eb1e60d.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_51fdd1b90eb1e60d +-- problem_id: v2p_m4_69e2a9947e6848a7 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "smoker" + FROM "m4" +), +"filtered" AS ( + SELECT + "smoker" AS "group_col", + CAST("age" AS REAL) AS "measure_col" + FROM "m4" + WHERE "smoker" = 'yes' +), +"ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +) +SELECT + g."smoker", + ( + SELECT r."measure_col" + FROM "ranked" r + WHERE r."group_col" = g."smoker" + AND r."rn" = CAST(((9 * r."cnt") + 9) / 10 AS INTEGER) + ) AS "conditional_percentile" +FROM "groups" g +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_535b7b7bbcb9c99b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_535b7b7bbcb9c99b.sql new file mode 100644 index 0000000000000000000000000000000000000000..359dce3caffd8dc790dde9ee37a10e6158c88cc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_535b7b7bbcb9c99b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_535b7b7bbcb9c99b +-- problem_id: v2p_m4_9d7854e881fd46d9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN CAST("charges" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "children" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_53fe92b2a2c3b031.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_53fe92b2a2c3b031.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fd829cc5a51671d9b391450ef814f5dc8344b86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_53fe92b2a2c3b031.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_53fe92b2a2c3b031 +-- problem_id: v2p_m4_41c0624c587d4e29 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "region" +HAVING COUNT(*) > 5 +ORDER BY "region"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_54f79e6a30b17da9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_54f79e6a30b17da9.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb727d0bf038700c995958c3e191e534038a6b42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_54f79e6a30b17da9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_54f79e6a30b17da9 +-- problem_id: v2p_m4_4767f11b866c1e95 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("children" AS REAL) >= 2.0 +GROUP BY "children" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5510c13dbc642857.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5510c13dbc642857.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3efa86873ff7f7b496d2b121f12cc7a98e16968 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5510c13dbc642857.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_5510c13dbc642857 +-- problem_id: v2p_m4_2e60a713d42ae80b +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "smoker", + AVG(CASE WHEN CAST("charges" AS REAL) = 11090.7178 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_554568ed197aba5f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_554568ed197aba5f.sql new file mode 100644 index 0000000000000000000000000000000000000000..11a5613cf15f95a0a476309d7a092d2882e2811f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_554568ed197aba5f.sql @@ -0,0 +1,55 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_554568ed197aba5f +-- problem_id: v2p_m4_4ca729a3f96d17f8 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "region" AS "group_col", + CAST("age" AS REAL) AS "measure_val" + FROM "m4" + WHERE CAST("charges" AS REAL) = 10096.97 +), +"ranked" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT DISTINCT + "group_col", + 1.0 + 0.9 * ("cnt" - 1) AS "pos" + FROM "ranked" +), +"bounds" AS ( + SELECT + "group_col", + CAST(FLOOR("pos") AS INTEGER) AS "lo_rn", + CAST(CEIL("pos") AS INTEGER) AS "hi_rn", + "pos" + FROM "pos" +) +SELECT + "b"."group_col" AS "region", + CASE + WHEN "b"."lo_rn" = "b"."hi_rn" THEN MAX(CASE WHEN "r"."rn" = "b"."lo_rn" THEN "r"."measure_val" END) + ELSE + MAX(CASE WHEN "r"."rn" = "b"."lo_rn" THEN "r"."measure_val" END) * ("b"."hi_rn" - "b"."pos") + + MAX(CASE WHEN "r"."rn" = "b"."hi_rn" THEN "r"."measure_val" END) * ("b"."pos" - "b"."lo_rn") + END AS "conditional_percentile" +FROM "bounds" AS "b" +JOIN "ranked" AS "r" + ON "r"."group_col" = "b"."group_col" +GROUP BY "b"."group_col", "b"."lo_rn", "b"."hi_rn", "b"."pos" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5725d963f6ff55f9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5725d963f6ff55f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..7aeff1d96ac6635294aba5d6b42992e5041d5e6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5725d963f6ff55f9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_5725d963f6ff55f9 +-- problem_id: v2p_m4_8547e1ce0881f169 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("bmi" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "sex" +HAVING COUNT(*) > 5 +ORDER BY "sex"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5843829451bf6f04.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5843829451bf6f04.sql new file mode 100644 index 0000000000000000000000000000000000000000..13c77e6495822b247f3092b9ab5e16571b0ceec6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5843829451bf6f04.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_5843829451bf6f04 +-- problem_id: v2p_m4_2eee904104766839 +-- realization_mode: agent +-- source_kind: agent +SELECT + "sex", + "region", + COUNT(*) AS support +FROM "m4" +GROUP BY "sex", "region" +ORDER BY support ASC, "sex", "region" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5a65f78e8df33a1d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5a65f78e8df33a1d.sql new file mode 100644 index 0000000000000000000000000000000000000000..b93dd91f0e67170eb48a25a7676d628a1d55d6a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5a65f78e8df33a1d.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_5a65f78e8df33a1d +-- problem_id: v2p_m4_54a7015b3da987cd +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex" AS "group_col", + CAST("bmi" AS REAL) AS "measure_col" + FROM "m4" + WHERE "sex" = 'female' + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_col", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_col") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"percentiles" AS ( + SELECT + "group_col", + "measure_col" AS "conditional_percentile" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "g"."sex", + "p"."conditional_percentile" +FROM (SELECT DISTINCT "sex" FROM "m4") AS "g" +LEFT JOIN "percentiles" AS "p" + ON "g"."sex" = "p"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5a78a98c8c5ea09e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5a78a98c8c5ea09e.sql new file mode 100644 index 0000000000000000000000000000000000000000..83ea0da9aeaf972d4208652a63e4f15381816faa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5a78a98c8c5ea09e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_5a78a98c8c5ea09e +-- problem_id: v2p_m4_720bf0c30554eb3c +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("children" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "children" +HAVING COUNT(*) > 5 +ORDER BY CAST("children" AS REAL); diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5b3b72d1608cc6b4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5b3b72d1608cc6b4.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2bb5583e618373a41dccb7abebb02dc1f0835b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5b3b72d1608cc6b4.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_5b3b72d1608cc6b4 +-- problem_id: v2p_m4_d25ba59bfccb1034 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "charges", + COUNT(*) AS support, + AVG("children") AS avg_response +FROM "m4" +GROUP BY "charges" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5cd830c4db468b38.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5cd830c4db468b38.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c999fb02da028d78f4a58700134bedab8ceef73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5cd830c4db468b38.sql @@ -0,0 +1,48 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_5cd830c4db468b38 +-- problem_id: v2p_m4_8987865f84523f08 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "smoker" + FROM "m4" +), +"filtered" AS ( + SELECT + "smoker", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" + WHERE "smoker" = 'no' +), +"percentiles" AS ( + SELECT + "smoker", + "age_value" AS "conditional_percentile" + FROM "filtered" + WHERE "rn" = ( + CAST((0.95 * "cnt") AS INTEGER) + + ((0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER)) + ) +) +SELECT + "groups"."smoker", + "percentiles"."conditional_percentile" +FROM "groups" +LEFT JOIN "percentiles" + ON "groups"."smoker" = "percentiles"."smoker" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5d411bbdda2a2f1b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5d411bbdda2a2f1b.sql new file mode 100644 index 0000000000000000000000000000000000000000..5514bad3b2a7bed73efbbe9a0be4b4487ee46e56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5d411bbdda2a2f1b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_5d411bbdda2a2f1b +-- problem_id: v2p_m4_830ca954fd30b199 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5d591a8fe5841a19.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5d591a8fe5841a19.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f208aea1f7c06b69e30b38dd048713680ec6a37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5d591a8fe5841a19.sql @@ -0,0 +1,52 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_5d591a8fe5841a19 +-- problem_id: v2p_m4_c3d112ecee8ac959 +-- realization_mode: agent +-- source_kind: agent +WITH "base_groups" AS ( + SELECT DISTINCT "smoker" + FROM "m4" +), +"filtered" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "children" + FROM "m4" + WHERE "region" = 'southeast' + AND "children" IS NOT NULL +), +"ranked" AS ( + SELECT + "smoker", + "children", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY "children" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "filtered" +), +"picked" AS ( + SELECT + "smoker", + "children" AS "conditional_percentile" + FROM "ranked" + WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +) +SELECT + "base_groups"."smoker", + "picked"."conditional_percentile" +FROM "base_groups" +LEFT JOIN "picked" + ON "base_groups"."smoker" = "picked"."smoker" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5f0760537cc872d9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5f0760537cc872d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..a97a52d7f2d03e34f34b354e011ef38741a454d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5f0760537cc872d9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_5f0760537cc872d9 +-- problem_id: v2p_m4_59854db22e39174d +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "sex" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5fe5c51166778b43.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5fe5c51166778b43.sql new file mode 100644 index 0000000000000000000000000000000000000000..1553d0dae02eaa3d647763271ba28b055abd97d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_5fe5c51166778b43.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_5fe5c51166778b43 +-- problem_id: v2p_m4_7a463ece1922461b +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_642da599c76eaa97.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_642da599c76eaa97.sql new file mode 100644 index 0000000000000000000000000000000000000000..7547d4a1355727295b91878ff032f4b02cbcd252 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_642da599c76eaa97.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_642da599c76eaa97 +-- problem_id: v2p_m4_e645d92c3a5b0a83 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", "region", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_649c9e91330b6b44.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_649c9e91330b6b44.sql new file mode 100644 index 0000000000000000000000000000000000000000..7febd822918372b42632960d7ad79197abac0df0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_649c9e91330b6b44.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_649c9e91330b6b44 +-- problem_id: v2p_m4_a86af777d6b2826e +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "region" = 'southwest' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m4" +GROUP BY "smoker" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6a683385692aae9c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6a683385692aae9c.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c5287497fd0c6d79033cf6c43ed368cc9b12c0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6a683385692aae9c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_6a683385692aae9c +-- problem_id: v2p_m4_5af511af3e4d03aa +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", AVG(CAST("children" AS REAL)) AS "avg_measure" +FROM "m4" +GROUP BY "sex", "region" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6d209d27da8ed429.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6d209d27da8ed429.sql new file mode 100644 index 0000000000000000000000000000000000000000..da663ff4dce8d4e7ecf902ecfec9fe9f83930281 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6d209d27da8ed429.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_6d209d27da8ed429 +-- problem_id: v2p_m4_42fc626d07f9e427 +-- realization_mode: agent +-- source_kind: agent +SELECT + "sex", + "children", + COUNT(*) AS support +FROM "m4" +GROUP BY "sex", "children" +ORDER BY support ASC, "sex", "children" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6dc3394804795858.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6dc3394804795858.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a459b04582dbc9b3e4dda72f2289b3620b3769b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6dc3394804795858.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_6dc3394804795858 +-- problem_id: v2p_m4_e0c76e0f2938de00 +-- realization_mode: agent +-- source_kind: agent +SELECT + "sex", + "smoker", + COUNT(*) AS support +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY support ASC, "sex", "smoker" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6e5e61f078894fb3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6e5e61f078894fb3.sql new file mode 100644 index 0000000000000000000000000000000000000000..5866c837ce1c67fc61c196553b9ea9f4107ddf86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6e5e61f078894fb3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_6e5e61f078894fb3 +-- problem_id: v2p_m4_6a322835e8b9e6d7 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6f02b3335a76db9d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6f02b3335a76db9d.sql new file mode 100644 index 0000000000000000000000000000000000000000..abf111e06044d026a69bd761c773d7cf157a1203 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6f02b3335a76db9d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_6f02b3335a76db9d +-- problem_id: v2p_m4_4a7662f2e99ca695 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("children" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "children" +HAVING COUNT(*) > 5 +ORDER BY "children"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6fa322946270ed22.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6fa322946270ed22.sql new file mode 100644 index 0000000000000000000000000000000000000000..3222a1d4af7d09fa1534e7d1f61f3e402f752f7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6fa322946270ed22.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_6fa322946270ed22 +-- problem_id: v2p_m4_bb809e1d487e8129 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6feade3e1baff465.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6feade3e1baff465.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ce269b360efa446ee1ae491e1974f1ddc0bfac1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_6feade3e1baff465.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_6feade3e1baff465 +-- problem_id: v2p_m4_a3481ed17350ced9 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN "charges" = '12032.326' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7074ab4652ea3f2a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7074ab4652ea3f2a.sql new file mode 100644 index 0000000000000000000000000000000000000000..3179380052b124b96fa0f99609d02f5a04620080 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7074ab4652ea3f2a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_7074ab4652ea3f2a +-- problem_id: v2p_m4_26e507969152088b +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_70fbe20f5fc24e40.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_70fbe20f5fc24e40.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a23ce01bb5606fec4c09749e2261ad52486d191 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_70fbe20f5fc24e40.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_70fbe20f5fc24e40 +-- problem_id: v2p_m4_b7b821a2526fef95 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("children" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "smoker" +HAVING COUNT(*) > 5 +ORDER BY "smoker"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_715a8f06bcc80663.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_715a8f06bcc80663.sql new file mode 100644 index 0000000000000000000000000000000000000000..306db1a6a3e43452b86f9fcde082be81e4b7fdba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_715a8f06bcc80663.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_715a8f06bcc80663 +-- problem_id: v2p_m4_943365237d8c5b64 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE "region" = 'southeast' +GROUP BY "sex" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_719680114d3ee334.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_719680114d3ee334.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec748036afd7cdbd57f0e461f821e65b4a20b920 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_719680114d3ee334.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_719680114d3ee334 +-- problem_id: v2p_m4_d16e2b18c9a555a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 1135.9407 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "smoker", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_75abca8e7cce982d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_75abca8e7cce982d.sql new file mode 100644 index 0000000000000000000000000000000000000000..5c7490152e46816824467c6d1ece47acf0952340 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_75abca8e7cce982d.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_75abca8e7cce982d +-- problem_id: v2p_m4_732b3592fd6ab836 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "smoker" + ORDER BY CAST("children" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "smoker" + ) AS "cnt" + FROM "m4" + WHERE "smoker" IS NOT NULL + AND "children" IS NOT NULL +), +"targets" AS ( + SELECT DISTINCT + "smoker", + (1.0 + 0.9 * ("cnt" - 1)) AS "target_rank", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) = CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + t."smoker", + t."target_rank", + t."lower_rn", + t."upper_rn", + lo."measure_value" AS "lower_value", + hi."measure_value" AS "upper_value" + FROM "targets" t + JOIN "ordered" lo + ON lo."smoker" = t."smoker" + AND lo."rn" = t."lower_rn" + JOIN "ordered" hi + ON hi."smoker" = t."smoker" + AND hi."rn" = t."upper_rn" +) +SELECT + "smoker", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + (("target_rank" - "lower_rn") * ("upper_value" - "lower_value")) + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_75e04183a81d662a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_75e04183a81d662a.sql new file mode 100644 index 0000000000000000000000000000000000000000..50d2615874e3ff3a1563f9259ae26f487dd5e578 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_75e04183a81d662a.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_75e04183a81d662a +-- problem_id: v2p_m4_6702a85f0e7449f1 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "sex" = 'male' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "sex" = 'female' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_76935af136f20997.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_76935af136f20997.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7ea89d5305684dad76f1328d668533a9da9c40f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_76935af136f20997.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_76935af136f20997 +-- problem_id: v2p_m4_bf3c5101d2622eb6 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7824c3e9fbf1eb30.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7824c3e9fbf1eb30.sql new file mode 100644 index 0000000000000000000000000000000000000000..0905a52e2eeb5a9a3730f7ca114ce4a88c6a13a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7824c3e9fbf1eb30.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_7824c3e9fbf1eb30 +-- problem_id: v2p_m4_c6a034cbbadb3618 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY CAST("bmi" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "m4" + WHERE "sex" IS NOT NULL + AND "bmi" IS NOT NULL +), +"target_rank" AS ( + SELECT + "sex", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" + GROUP BY "sex", "cnt" +) +SELECT + r."sex", + r."bmi_value" AS "percentile_measure" +FROM "ranked" AS r +JOIN "target_rank" AS t + ON r."sex" = t."sex" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7949b7d47adfdabb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7949b7d47adfdabb.sql new file mode 100644 index 0000000000000000000000000000000000000000..f19ed4d731834ad6b3bce87473cc18a4779a72a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7949b7d47adfdabb.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_7949b7d47adfdabb +-- problem_id: v2p_m4_70d60fc1176ccc30 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "smoker", + CAST("children" AS REAL) AS "children_value", + ROW_NUMBER() OVER (PARTITION BY "smoker" ORDER BY CAST("children" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "smoker") AS "cnt" + FROM "m4" +), +"percentile_pos" AS ( + SELECT + "smoker", + "children_value", + "rn", + "cnt", + (("cnt" - 1) * 0.95) + 1 AS "pos" + FROM "ordered" +) +SELECT + "smoker", + AVG("children_value") AS "percentile_measure" +FROM "percentile_pos" +WHERE "rn" IN (CAST("pos" AS INT), CAST("pos" AS INT) + 1) +GROUP BY "smoker" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_79bab298933cf2a8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_79bab298933cf2a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..2768e2e90b31eb390a4fd56ca9eff13f29dcba73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_79bab298933cf2a8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_79bab298933cf2a8 +-- problem_id: v2p_m4_336534ccaa9ef3cf +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "smoker" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "sex" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7ade6970a3fe0543.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7ade6970a3fe0543.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb6b9401c3e28d9cc53d5bba681ae66710ec56e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7ade6970a3fe0543.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_7ade6970a3fe0543 +-- problem_id: v2p_m4_43b55e9b2d9c053b +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN CAST("charges" AS REAL) = 12224.35085 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7ca649a012527c4d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7ca649a012527c4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3d4bcd6de269afdb6bd9095a670374338ca6948 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_7ca649a012527c4d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_7ca649a012527c4d +-- problem_id: v2p_m4_550c887877c22fc6 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10096.97 THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_83f2bf1cce73364d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_83f2bf1cce73364d.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d8e5fc46463168e23a6ddc24427aa11606a5dac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_83f2bf1cce73364d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_83f2bf1cce73364d +-- problem_id: v2p_m4_110f19526af73a61 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_848344994b8bc59d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_848344994b8bc59d.sql new file mode 100644 index 0000000000000000000000000000000000000000..b35c45f2648da31c79ebefa089915386d5892ee7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_848344994b8bc59d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_848344994b8bc59d +-- problem_id: v2p_m4_ab64e85d7b3e0beb +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + "region", + COUNT(*) AS support +FROM "m4" +GROUP BY "children", "region" +ORDER BY support ASC, "children", "region" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_855e03dfa6d0e0a7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_855e03dfa6d0e0a7.sql new file mode 100644 index 0000000000000000000000000000000000000000..e3e59079a76d35d9b52ee9631da21cb6778fd28b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_855e03dfa6d0e0a7.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_855e03dfa6d0e0a7 +-- problem_id: v2p_m4_8b7e3535e3d24fcc +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "sex", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "sex" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sex" + ) AS "cnt" + FROM "m4" + WHERE "sex" IS NOT NULL + AND "bmi" IS NOT NULL +), +"stats" AS ( + SELECT DISTINCT + "sex", + (0.9 * ("cnt" - 1) + 1.0) AS "pos", + CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) AS "lower_rn", + CASE + WHEN (0.9 * ("cnt" - 1) + 1.0) > CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) + THEN CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) + 1 + ELSE CAST((0.9 * ("cnt" - 1) + 1.0) AS INTEGER) + END AS "upper_rn" + FROM "ordered" +), +"bounds" AS ( + SELECT + s."sex", + s."pos", + s."lower_rn", + s."upper_rn", + MAX(CASE WHEN o."rn" = s."lower_rn" THEN o."bmi_value" END) AS "lower_val", + MAX(CASE WHEN o."rn" = s."upper_rn" THEN o."bmi_value" END) AS "upper_val" + FROM "stats" AS s + JOIN "ordered" AS o + ON o."sex" = s."sex" + GROUP BY s."sex", s."pos", s."lower_rn", s."upper_rn" +) +SELECT + "sex", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_val" + ELSE "lower_val" + ("pos" - "lower_rn") * ("upper_val" - "lower_val") + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_87241b76085877ca.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_87241b76085877ca.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca243d73faece52f2c9d38fdc632da721936761e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_87241b76085877ca.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_87241b76085877ca +-- problem_id: v2p_m4_b758f9d57f3d37e0 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "bmi", + COUNT(*) AS support, + AVG("age") AS avg_response +FROM "m4" +GROUP BY "bmi" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_880f6e58e1e666ea.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_880f6e58e1e666ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..98ad588905a9aac9e0012a65ae0de8950f6247fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_880f6e58e1e666ea.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_880f6e58e1e666ea +-- problem_id: v2p_m4_10ad248870d89d6b +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("bmi" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "region" +HAVING COUNT(*) > 5 +ORDER BY "region"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_8845959659e5c0e8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_8845959659e5c0e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..84fbe3486769d35a0755fa00e174cf4ec7147fe8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_8845959659e5c0e8.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_8845959659e5c0e8 +-- problem_id: v2p_m4_56caab5c2577be7e +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("age" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_8ad698266cda9f4d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_8ad698266cda9f4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d227f219f861f806bfa6752c2c3300baccb0eb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_8ad698266cda9f4d.sql @@ -0,0 +1,65 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_8ad698266cda9f4d +-- problem_id: v2p_m4_ce5b6e24506f9ccb +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_val" + FROM "m4" + WHERE "children" = '0' + AND "age" IS NOT NULL +), +"ordered" AS ( + SELECT + "sex", + "age_val", + ROW_NUMBER() OVER (PARTITION BY "sex" ORDER BY "age_val") AS "rn", + COUNT(*) OVER (PARTITION BY "sex") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT + "sex", + 1.0 + ("cnt" - 1.0) * 0.95 AS "p" + FROM "ordered" + GROUP BY "sex", "cnt" +), +"bounds" AS ( + SELECT + "sex", + "p", + CAST("p" AS INT) AS "lo", + CAST("p" AS INT) + ("p" > CAST("p" AS INT)) AS "hi" + FROM "pos" +), +"picked" AS ( + SELECT + "b"."sex", + "b"."p", + "b"."lo", + "b"."hi", + MAX(CASE WHEN "o"."rn" = "b"."lo" THEN "o"."age_val" END) AS "lo_val", + MAX(CASE WHEN "o"."rn" = "b"."hi" THEN "o"."age_val" END) AS "hi_val" + FROM "bounds" AS "b" + JOIN "ordered" AS "o" + ON "o"."sex" = "b"."sex" + GROUP BY "b"."sex", "b"."p", "b"."lo", "b"."hi" +) +SELECT + "sex", + CASE + WHEN "lo" = "hi" THEN "lo_val" + ELSE "lo_val" + ("p" - "lo") * ("hi_val" - "lo_val") + END AS "conditional_percentile" +FROM "picked" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_8d6920a305ad18a5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_8d6920a305ad18a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf79dcca63758fa32a25b43ac6106a5a4b590ef5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_8d6920a305ad18a5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_8d6920a305ad18a5 +-- problem_id: v2p_m4_a21493c3bce1c3f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS support +FROM "m4" +WHERE CAST("bmi" AS REAL) >= 34.77 +GROUP BY "sex" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9223b5916096f461.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9223b5916096f461.sql new file mode 100644 index 0000000000000000000000000000000000000000..26d96ee8d0870624aecda956d9352b42a0691da1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9223b5916096f461.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_9223b5916096f461 +-- problem_id: v2p_m4_fa3b7162ad39d57a +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "children", + CAST("bmi" AS REAL) AS "bmi" + FROM "m4" + WHERE "smoker" = 'no' + AND "children" IS NOT NULL + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "children", + "bmi", + ROW_NUMBER() OVER (PARTITION BY "children" ORDER BY "bmi") AS "rn", + COUNT(*) OVER (PARTITION BY "children") AS "cnt" + FROM "filtered" +) +SELECT + "children", + "bmi" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_93e455295e8ed61c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_93e455295e8ed61c.sql new file mode 100644 index 0000000000000000000000000000000000000000..6aa8f3a197b5f5c663c6df4f8ff51ccebe4be325 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_93e455295e8ed61c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_93e455295e8ed61c +-- problem_id: v2p_m4_e21fdf15366c7f25 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("bmi" AS REAL) < 27.72 THEN 'low' + WHEN CAST("bmi" AS REAL) < 33.11 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_991e5193f0e8beab.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_991e5193f0e8beab.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa4cd227edf2cd791f7d245c8bdf8f54ea854c86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_991e5193f0e8beab.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_991e5193f0e8beab +-- problem_id: v2p_m4_5de996c1555eda34 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE CAST("age" AS REAL) >= 51.0 +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_99b49d1080f4fc2a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_99b49d1080f4fc2a.sql new file mode 100644 index 0000000000000000000000000000000000000000..56db1d2622d34d9d7a83f0296154a85bdc581307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_99b49d1080f4fc2a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_99b49d1080f4fc2a +-- problem_id: v2p_m4_3065e2670aee975f +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9cb7f3b2552d84cd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9cb7f3b2552d84cd.sql new file mode 100644 index 0000000000000000000000000000000000000000..b59e7ec23b529e1ab9f691c744e9fabfc88e768a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9cb7f3b2552d84cd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_9cb7f3b2552d84cd +-- problem_id: v2p_m4_1ec4f2c99cedfcf4 +-- realization_mode: agent +-- source_kind: agent +SELECT + "sex", + "children", + COUNT(*) AS support +FROM "m4" +GROUP BY "sex", "children" +ORDER BY support ASC, "sex", "children" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9cbb103291bcf907.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9cbb103291bcf907.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ad2a7345547ae0ed859841ba8261286ec804aa8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9cbb103291bcf907.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_9cbb103291bcf907 +-- problem_id: v2p_m4_a0f09c6c171db6aa +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("bmi" AS REAL) <= 34.77 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9d616aac1d185019.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9d616aac1d185019.sql new file mode 100644 index 0000000000000000000000000000000000000000..9cb793459d38d36b67dd19c473f11c560d40297f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9d616aac1d185019.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_9d616aac1d185019 +-- problem_id: v2p_m4_5ce781dc4fc7a434 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN "charges" = '12224.35085' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9e2258fba1bb8780.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9e2258fba1bb8780.sql new file mode 100644 index 0000000000000000000000000000000000000000..15bcb6ccfd811ca7bd1426cb75ee1e5547f645d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9e2258fba1bb8780.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_9e2258fba1bb8780 +-- problem_id: v2p_m4_192938d0883cba79 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + MAX(CAST("children" AS REAL)) AS percentile_measure +FROM "m4" +GROUP BY "children" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9e4cdbf143eb5b81.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9e4cdbf143eb5b81.sql new file mode 100644 index 0000000000000000000000000000000000000000..e05a8f5bcffe6ed32f2a7ce7969966326cef549f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9e4cdbf143eb5b81.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_9e4cdbf143eb5b81 +-- problem_id: v2p_m4_adb4044479ff5f18 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "smoker" +HAVING COUNT(*) > 5 +ORDER BY "smoker"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9f862f0b42814c7c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9f862f0b42814c7c.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d05105ce2269fcb261ee60528a228df20623076 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_9f862f0b42814c7c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_9f862f0b42814c7c +-- problem_id: v2p_m4_c8ce9a5ae9bc1cc6 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE "smoker" = 'no' +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a006bed7e401a431.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a006bed7e401a431.sql new file mode 100644 index 0000000000000000000000000000000000000000..022012f7ba6490488f533d509eb7f1c88922d7a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a006bed7e401a431.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_a006bed7e401a431 +-- problem_id: v2p_m4_d4596737c72efc1d +-- realization_mode: agent +-- source_kind: agent +SELECT "region", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "region" +HAVING COUNT(*) > 5 +ORDER BY "region"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a1a784c5b74bfd34.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a1a784c5b74bfd34.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6463376f280d823b369d0b5decfe72405f9f48a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a1a784c5b74bfd34.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_a1a784c5b74bfd34 +-- problem_id: v2p_m4_d0fec27673b9029c +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "smoker", + AVG(CASE WHEN "charges" = '11090.7178' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a28a1d3f6b81ce21.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a28a1d3f6b81ce21.sql new file mode 100644 index 0000000000000000000000000000000000000000..39d88dbd809c0d3e6deeaf32da0f3e5bf26c9274 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a28a1d3f6b81ce21.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_a28a1d3f6b81ce21 +-- problem_id: v2p_m4_af9e046c98beaaa1 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "smoker", + SUM(CASE WHEN "children" = '0' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "children" = '1' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "smoker" +) +SELECT "smoker", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a2bce27e7cc89825.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a2bce27e7cc89825.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a87b851a9970419c7d3bf60f42be789717d8259 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a2bce27e7cc89825.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_a2bce27e7cc89825 +-- problem_id: v2p_m4_abcc7d5abaa5de73 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a758e2b1743df187.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a758e2b1743df187.sql new file mode 100644 index 0000000000000000000000000000000000000000..6a9977e77a683cd3bd9a787f5ae681ed4abe88d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_a758e2b1743df187.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_a758e2b1743df187 +-- problem_id: v2p_m4_8f32f3c1e5cbc0e6 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "smoker" = 'yes' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ab9c30f9443ea46f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ab9c30f9443ea46f.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a26640522d2e09d67feb15b71ba46ea8313f371 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ab9c30f9443ea46f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_ab9c30f9443ea46f +-- problem_id: v2p_m4_ce1356ae5fa19330 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("children" AS REAL) >= 2.0 +GROUP BY "children" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ad663d5b85653231.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ad663d5b85653231.sql new file mode 100644 index 0000000000000000000000000000000000000000..715234998ff75346e726b9b4bf75adfc15119b15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ad663d5b85653231.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_ad663d5b85653231 +-- problem_id: v2p_m4_2530cc9a983970e9 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "region", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "region" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "region" + ) AS "cnt" + FROM "m4" + WHERE "region" = 'southeast' + AND "bmi" IS NOT NULL +), +"picked" AS ( + SELECT + "region", + MIN("bmi_value") AS "conditional_percentile" + FROM "ranked" + WHERE "rn" >= 0.9 * "cnt" + GROUP BY "region" +) +SELECT + g."region", + p."conditional_percentile" +FROM ( + SELECT DISTINCT "region" + FROM "m4" +) AS g +LEFT JOIN "picked" AS p + ON g."region" = p."region" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_adccbe77e5460ce6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_adccbe77e5460ce6.sql new file mode 100644 index 0000000000000000000000000000000000000000..b89479a6c7fa832b2415cedbbdded8b7aa833aec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_adccbe77e5460ce6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_adccbe77e5460ce6 +-- problem_id: v2p_m4_bf3e667d6a083065 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_af09e4e093b7ed8b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_af09e4e093b7ed8b.sql new file mode 100644 index 0000000000000000000000000000000000000000..303bef23a0180232594bbc41bf1d92b8a8143b4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_af09e4e093b7ed8b.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_af09e4e093b7ed8b +-- problem_id: v2p_m4_38156175bb0be9dd +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("children" AS REAL) < 0.0 THEN 'low' + WHEN CAST("children" AS REAL) < 1.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_afa7cee60c67e919.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_afa7cee60c67e919.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a499640fa6814373b833a9fbe4af221a05742a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_afa7cee60c67e919.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_afa7cee60c67e919 +-- problem_id: v2p_m4_0905ce4749de5875 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "smoker", + AVG(CASE WHEN CAST("charges" AS REAL) = 10602.385 THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "sex", "smoker" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b0a04ea4c16d689e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b0a04ea4c16d689e.sql new file mode 100644 index 0000000000000000000000000000000000000000..a02efd8729e63747b7d441a24b9230135fff92d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b0a04ea4c16d689e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_b0a04ea4c16d689e +-- problem_id: v2p_m4_10290f0691a2e5fb +-- realization_mode: agent +-- source_kind: agent +SELECT "children", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b1f454c169ccfe4d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b1f454c169ccfe4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..0db65b4e4d50cab1e0ce77b8397848b2bd7b7341 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b1f454c169ccfe4d.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_b1f454c169ccfe4d +-- problem_id: v2p_m4_4fa2dc2ad55ec365 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b445fb4bf2c2f97a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b445fb4bf2c2f97a.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6a59026a5375fe16a11c348446bad81cf1d7a97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b445fb4bf2c2f97a.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m4_b445fb4bf2c2f97a +-- problem_id: v2p_m4_534f5fb7a67dd3a0 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "sex" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "sex" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b4a6f06bb1b67af8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b4a6f06bb1b67af8.sql new file mode 100644 index 0000000000000000000000000000000000000000..18ace50c34f7f1db01b337c5e951958a2b3fd927 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b4a6f06bb1b67af8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_b4a6f06bb1b67af8 +-- problem_id: v2p_m4_f7ffecd1f36c8a1b +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "smoker" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b5b4b8925dfa85ef.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b5b4b8925dfa85ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..0552b0934a2c305eaf457d404194dcd346ec2768 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b5b4b8925dfa85ef.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_b5b4b8925dfa85ef +-- problem_id: v2p_m4_749a78c9a9f4ee7b +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("children" AS REAL) < 0.0 THEN 'low' + WHEN CAST("children" AS REAL) < 1.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b9ffc0f41015c019.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b9ffc0f41015c019.sql new file mode 100644 index 0000000000000000000000000000000000000000..5898c9eb90a0e13e3857843e3155453c367d0b80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_b9ffc0f41015c019.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_b9ffc0f41015c019 +-- problem_id: v2p_m4_61c857649a517ff6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "charges", + COUNT(*) AS support, + AVG("bmi") AS avg_response +FROM "m4" +GROUP BY "charges" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ba9da7fe2e00ea92.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ba9da7fe2e00ea92.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3ffc5f11a3604737b25d2b833142f72f35c1031 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ba9da7fe2e00ea92.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_ba9da7fe2e00ea92 +-- problem_id: v2p_m4_95d00220c60e72e5 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_bbbc3959b75acdc2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_bbbc3959b75acdc2.sql new file mode 100644 index 0000000000000000000000000000000000000000..83467c4b8cec5c7ada0b0a29d6b6306e905a3cf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_bbbc3959b75acdc2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_bbbc3959b75acdc2 +-- problem_id: v2p_m4_9f04763535329747 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "children", "region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c016924a6b1c1a7d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c016924a6b1c1a7d.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f7614eab33f9fc96b6f42ab637ae413063f754a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c016924a6b1c1a7d.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_c016924a6b1c1a7d +-- problem_id: v2p_m4_5e726060b6294b1a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "smoker", + SUM(CASE WHEN "sex" = 'male' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "sex" = 'female' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "smoker" +) +SELECT "smoker", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c07dfc5e2c2017b8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c07dfc5e2c2017b8.sql new file mode 100644 index 0000000000000000000000000000000000000000..f600f540bf11aa5b254fccc8012e03533e280652 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c07dfc5e2c2017b8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_c07dfc5e2c2017b8 +-- problem_id: v2p_m4_39afe1fbf5a93a7f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "age", + COUNT(*) AS support, + AVG("bmi") AS avg_response +FROM "m4" +GROUP BY "age" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c384e1d1c2a0d5b1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c384e1d1c2a0d5b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..675d9352b91b6b0acbf220a1898a86ae8d6bb14b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c384e1d1c2a0d5b1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_c384e1d1c2a0d5b1 +-- problem_id: v2p_m4_91c862415bc22209 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + CAST("children" AS REAL) AS percentile_measure +FROM "m4" +GROUP BY "children" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c52dfa18b759048e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c52dfa18b759048e.sql new file mode 100644 index 0000000000000000000000000000000000000000..092dd2792effb566aa6b7929a9a339442efa9f29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c52dfa18b759048e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_c52dfa18b759048e +-- problem_id: v2p_m4_01da5a9f2262cdd7 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", + AVG(CASE WHEN "charges" = '1121.8739' THEN 1 ELSE 0 END) AS "target_rate" +FROM "m4" +GROUP BY "children", "region" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c5dbc0bf49f7ce95.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c5dbc0bf49f7ce95.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ef7748e1ee242999b50924a20b051c8cae757d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c5dbc0bf49f7ce95.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_m4_c5dbc0bf49f7ce95 +-- problem_id: v2p_m4_cf2d4e0f6ba0d042 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "children", + SUM(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS denominator_count + FROM "m4" + GROUP BY "children" +) +SELECT "children", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c886bdb4bb3eb1f8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c886bdb4bb3eb1f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..1c1a01e9a4645584e02f4514f2ff4ab975a7bd11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c886bdb4bb3eb1f8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_c886bdb4bb3eb1f8 +-- problem_id: v2p_m4_062fd58dc2776f53 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + "smoker", + COUNT(*) AS support +FROM "m4" +GROUP BY "children", "smoker" +ORDER BY support ASC, "children", "smoker" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c9dff56b2575f776.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c9dff56b2575f776.sql new file mode 100644 index 0000000000000000000000000000000000000000..c9fd4313046b26b7ab7b134706a999c89870c1d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_c9dff56b2575f776.sql @@ -0,0 +1,53 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_c9dff56b2575f776 +-- problem_id: v2p_m4_cbca9913ca4d2a63 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "region", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER (PARTITION BY "region" ORDER BY CAST("bmi" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "region") AS "cnt" + FROM "m4" + WHERE "region" IS NOT NULL + AND "bmi" IS NOT NULL +), +"params" AS ( + SELECT + "region", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) = CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ordered" + GROUP BY "region", "cnt" +) +SELECT + "p"."region", + CASE + WHEN "p"."lower_rn" = "p"."upper_rn" THEN + MAX(CASE WHEN "o"."rn" = "p"."lower_rn" THEN "o"."bmi_value" END) + ELSE + MAX(CASE WHEN "o"."rn" = "p"."lower_rn" THEN "o"."bmi_value" END) + + ("p"."pos" - "p"."lower_rn") * ( + MAX(CASE WHEN "o"."rn" = "p"."upper_rn" THEN "o"."bmi_value" END) - + MAX(CASE WHEN "o"."rn" = "p"."lower_rn" THEN "o"."bmi_value" END) + ) + END AS "percentile_measure" +FROM "params" AS "p" +JOIN "ordered" AS "o" + ON "o"."region" = "p"."region" +GROUP BY "p"."region", "p"."pos", "p"."lower_rn", "p"."upper_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cb61d4dbc81198cc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cb61d4dbc81198cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..a21cb6e2ac596667089d2330577c72aeea71f2fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cb61d4dbc81198cc.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_cb61d4dbc81198cc +-- problem_id: v2p_m4_b5529a82eb34cb8c +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", + AVG(CASE WHEN "smoker" = 'no' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m4" +GROUP BY "sex" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cbfa8b15feebcc5a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cbfa8b15feebcc5a.sql new file mode 100644 index 0000000000000000000000000000000000000000..62917aa801d8ecc6547b74e5011599370960c9f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cbfa8b15feebcc5a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_cbfa8b15feebcc5a +-- problem_id: v2p_m4_8d3de196b1f8f37f +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "region" = 'southeast' THEN 1 ELSE 0 END) AS condition_rate +FROM "m4" +GROUP BY "children" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cd245e384efc2a5c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cd245e384efc2a5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..907e218821049df696d303075f47690f5022901e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cd245e384efc2a5c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m4_cd245e384efc2a5c +-- problem_id: v2p_m4_b9de23b389bc6aff +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "bmi", + COUNT(*) AS support, + AVG("children") AS avg_response +FROM "m4" +GROUP BY "bmi" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cdbcb2a0f9955159.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cdbcb2a0f9955159.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a991ebec9bfe01040ddf2cdbf149a5667c0279d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cdbcb2a0f9955159.sql @@ -0,0 +1,60 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_cdbcb2a0f9955159 +-- problem_id: v2p_m4_c96dd2273ecc4129 +-- realization_mode: agent +-- source_kind: agent +WITH "grouped" AS ( + SELECT + "children", + CAST("bmi" AS REAL) AS "bmi_value" + FROM "m4" + WHERE "children" IS NOT NULL + AND "bmi" IS NOT NULL +), +"ranked" AS ( + SELECT + "children", + "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "children" + ORDER BY "bmi_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "children" + ) AS "cnt" + FROM "grouped" +), +"positions" AS ( + SELECT DISTINCT + "children", + (1 + 0.95 * ("cnt" - 1)) AS "pos", + CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) AS "lower_rn", + CASE + WHEN (1 + 0.95 * ("cnt" - 1)) = CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1 + 0.95 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +) +SELECT + p."children", + CASE + WHEN p."lower_rn" = p."upper_rn" THEN l."bmi_value" + ELSE l."bmi_value" + (p."pos" - p."lower_rn") * (u."bmi_value" - l."bmi_value") + END AS "percentile_measure" +FROM "positions" AS p +JOIN "ranked" AS l + ON l."children" = p."children" + AND l."rn" = p."lower_rn" +JOIN "ranked" AS u + ON u."children" = p."children" + AND u."rn" = p."upper_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cdcfbb32803850ef.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cdcfbb32803850ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..82fab43444605172c451191433ce34024454610f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_cdcfbb32803850ef.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_cdcfbb32803850ef +-- problem_id: v2p_m4_704ad59ef32105da +-- realization_mode: agent +-- source_kind: agent +SELECT "children", + AVG(CASE WHEN "region" = 'southwest' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m4" +GROUP BY "children" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ce12b7285c877b61.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ce12b7285c877b61.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a841fc6a872bb8df97da3c034def986afefe6d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ce12b7285c877b61.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_ce12b7285c877b61 +-- problem_id: v2p_m4_d53eece879f42a7a +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "smoker" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ceb3d4698f168f3a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ceb3d4698f168f3a.sql new file mode 100644 index 0000000000000000000000000000000000000000..73a91e77a18d2e4fd1772b301b6bcda33fcca95e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ceb3d4698f168f3a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_two_dimensional_group_avg +-- query_record_id: v2q_m4_ceb3d4698f168f3a +-- problem_id: v2p_m4_06a47d20259be27a +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex", "children" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d220c33d4c20ca00.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d220c33d4c20ca00.sql new file mode 100644 index 0000000000000000000000000000000000000000..84213d8813f747b2ec462205b9d343a5ea2ab486 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d220c33d4c20ca00.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_d220c33d4c20ca00 +-- problem_id: v2p_m4_fb68dea603b3d480 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "region", + CAST("age" AS REAL) AS "age_value", + ROW_NUMBER() OVER (PARTITION BY "region" ORDER BY CAST("age" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "region") AS "cnt" + FROM "m4" + WHERE "region" IS NOT NULL + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "region", + "age_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ordered" +) +SELECT + "region", + "age_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d247ec36a628d055.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d247ec36a628d055.sql new file mode 100644 index 0000000000000000000000000000000000000000..5cf6033250191b768d157f4eb920034f10948844 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d247ec36a628d055.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m4_d247ec36a628d055 +-- problem_id: v2p_m4_b6446b7848d55043 +-- realization_mode: agent +-- source_kind: agent +SELECT + "children", + "region", + COUNT(*) AS support +FROM "m4" +GROUP BY "children", "region" +ORDER BY support ASC, "children", "region" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d2cce2edbc640b3d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d2cce2edbc640b3d.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0e43b1223cb1092a7832830194df2fa5e7724d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d2cce2edbc640b3d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_d2cce2edbc640b3d +-- problem_id: v2p_m4_3f723e9160cf42e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN "charges" = '10096.97' THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d3a561f4087e2bb7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d3a561f4087e2bb7.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ddf4372e8f4005bade205008c9d5769d78bd852 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d3a561f4087e2bb7.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_d3a561f4087e2bb7 +-- problem_id: v2p_m4_e1fbea202f67e49a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "children", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "children" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "children") AS "cnt" + FROM "m4" + WHERE "children" IS NOT NULL + AND "bmi" IS NOT NULL +) +SELECT + "children", + "bmi_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = ((9 * "cnt") + 9) / 10 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d432d087fbbe9702.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d432d087fbbe9702.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ddc462d228014878c55a531a6f6073ada24ef79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d432d087fbbe9702.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m4_d432d087fbbe9702 +-- problem_id: v2p_m4_67039e10ae7f8169 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "children" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "children" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d52b74d968f0d7ed.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d52b74d968f0d7ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..0f9877ca295aa367944ddd939de000836664d516 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d52b74d968f0d7ed.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_d52b74d968f0d7ed +-- problem_id: v2p_m4_94dd0ae57e088e5e +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "children", + AVG(CASE WHEN CAST("charges" AS REAL) = 12032.326 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "children" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d828cdf2a0c1f497.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d828cdf2a0c1f497.sql new file mode 100644 index 0000000000000000000000000000000000000000..92061d106bdfd9e5c4932a9425fceec0cbae65c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d828cdf2a0c1f497.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_d828cdf2a0c1f497 +-- problem_id: v2p_m4_5ad45865eec5eff2 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("charges" AS REAL) >= 16577.7795 +GROUP BY "children" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d83f11c9eda894ea.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d83f11c9eda894ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..02b49cdcbbd69311353afe3738bd4878bdf4cef3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d83f11c9eda894ea.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_d83f11c9eda894ea +-- problem_id: v2p_m4_91528d9194c79f45 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", COUNT(*) AS "support" +FROM "m4" +WHERE CAST("charges" AS REAL) >= 16577.7795 +GROUP BY "sex" +ORDER BY "support" DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d8506dd2e8622312.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d8506dd2e8622312.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc25a58f916716552a273e874c4968f153edf870 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d8506dd2e8622312.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_d8506dd2e8622312 +-- problem_id: v2p_m4_b943dda71778178f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "sex", + CAST("age" AS REAL) AS "age_num", + ROW_NUMBER() OVER ( + PARTITION BY "sex" + ORDER BY CAST("age" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "sex" + ) AS "cnt" + FROM "m4" + WHERE "sex" IS NOT NULL + AND "age" IS NOT NULL +) +SELECT + "sex", + "age_num" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((("cnt" - 1) * 0.95) AS INT) + 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d8be19967df1c131.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d8be19967df1c131.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc2322ab73d78001a60b92b9fbaa402fd25f551f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d8be19967df1c131.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_d8be19967df1c131 +-- problem_id: v2p_m4_e5c0773451fce4a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE "region" = 'northeast' +GROUP BY "region" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d9cdfab86ee28814.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d9cdfab86ee28814.sql new file mode 100644 index 0000000000000000000000000000000000000000..6435d1831067718313522350394ac92224002253 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_d9cdfab86ee28814.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m4_d9cdfab86ee28814 +-- problem_id: v2p_m4_b0ed2caf667f7689 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "sex" AS "group_col", + CAST("age" AS REAL) AS "measure_val" + FROM "m4" + WHERE "children" = '1' + AND "age" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"bounds" AS ( + SELECT DISTINCT + "group_col", + (("cnt" - 1) * 0.9) AS "p", + CAST((("cnt" - 1) * 0.9) AS INTEGER) + 1 AS "lower_idx", + CASE + WHEN (("cnt" - 1) * 0.9) = CAST((("cnt" - 1) * 0.9) AS INTEGER) + THEN CAST((("cnt" - 1) * 0.9) AS INTEGER) + 1 + ELSE CAST((("cnt" - 1) * 0.9) AS INTEGER) + 2 + END AS "upper_idx" + FROM "ranked" +), +"picked" AS ( + SELECT + b."group_col", + b."p", + b."lower_idx", + b."upper_idx", + MAX(CASE WHEN r."rn" = b."lower_idx" THEN r."measure_val" END) AS "lower_val", + MAX(CASE WHEN r."rn" = b."upper_idx" THEN r."measure_val" END) AS "upper_val" + FROM "bounds" b + JOIN "ranked" r + ON r."group_col" = b."group_col" + GROUP BY b."group_col", b."p", b."lower_idx", b."upper_idx" +) +SELECT + "group_col" AS "sex", + CASE + WHEN "upper_idx" = "lower_idx" THEN "lower_val" + ELSE "lower_val" + ("p" - CAST("p" AS INTEGER)) * ("upper_val" - "lower_val") + END AS "conditional_percentile" +FROM "picked" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_db8173444d153955.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_db8173444d153955.sql new file mode 100644 index 0000000000000000000000000000000000000000..89c6e9f7647c7ae39474fedd0d43231a3fc61a2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_db8173444d153955.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m4_db8173444d153955 +-- problem_id: v2p_m4_c00679228f01a188 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "smoker" AS value_label, COUNT(*) AS support + FROM "m4" + GROUP BY "smoker" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_dc322e752df02303.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_dc322e752df02303.sql new file mode 100644 index 0000000000000000000000000000000000000000..09dd0842bc749dac0bcec14b817fa8892f8a4249 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_dc322e752df02303.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m4_dc322e752df02303 +-- problem_id: v2p_m4_3444fbdd36478cfa +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", + AVG(CASE WHEN "charges" = '10602.385' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m4" +GROUP BY "smoker" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_df26f485cb88a633.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_df26f485cb88a633.sql new file mode 100644 index 0000000000000000000000000000000000000000..f876f92ee2715999e13b9a209fa7ed664c01a19f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_df26f485cb88a633.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_df26f485cb88a633 +-- problem_id: v2p_m4_4f728873c0dcdeba +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("children" AS REAL) <= 2.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e147274165c3020b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e147274165c3020b.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0629e93653bf25b6ce950bed2cba5843abc8f4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e147274165c3020b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_e147274165c3020b +-- problem_id: v2p_m4_974d84026780e701 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 10797.3362 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "sex", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e1efd10c8e648d14.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e1efd10c8e648d14.sql new file mode 100644 index 0000000000000000000000000000000000000000..25dad3eb5648795958021cf49571c18c01a96425 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e1efd10c8e648d14.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m4_e1efd10c8e648d14 +-- problem_id: v2p_m4_87e96cf8da14d9a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY "sex" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e26d883a564c1b2f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e26d883a564c1b2f.sql new file mode 100644 index 0000000000000000000000000000000000000000..22ff5c719f4a83b02db7a2691aeb7f7fd44494f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e26d883a564c1b2f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_e26d883a564c1b2f +-- problem_id: v2p_m4_541ed542f7f6f57a +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE CAST("bmi" AS REAL) >= 34.77 +GROUP BY "region" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e41e7bc9eb7fb762.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e41e7bc9eb7fb762.sql new file mode 100644 index 0000000000000000000000000000000000000000..7be4e54c5e66e86e65a56f89c30a34a07a8a9acc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e41e7bc9eb7fb762.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_e41e7bc9eb7fb762 +-- problem_id: v2p_m4_cb6f852ddd0d4729 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("bmi" AS REAL) < 27.72 THEN 'low' + WHEN CAST("bmi" AS REAL) < 33.11 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("bmi" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e47bb30744ad1029.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e47bb30744ad1029.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdeba31a59ad3f81724f37eeaef3a290c3bdcd3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e47bb30744ad1029.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m4_e47bb30744ad1029 +-- problem_id: v2p_m4_943d8b12fc7bee11 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "region", + CAST("bmi" AS REAL) AS "bmi_value", + ROW_NUMBER() OVER ( + PARTITION BY "region" + ORDER BY CAST("bmi" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "region" + ) AS "cnt" + FROM "m4" + WHERE "region" IS NOT NULL + AND "bmi" IS NOT NULL +) +SELECT + "region", + MAX(CASE + WHEN "rn" = CAST((0.95 * "cnt") + 0.999999 AS INTEGER) THEN "bmi_value" + END) AS "percentile_measure" +FROM "ranked" +GROUP BY "region" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e4c35dca8cf9eca6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e4c35dca8cf9eca6.sql new file mode 100644 index 0000000000000000000000000000000000000000..7adaa7053b6bcbe49d3ce7c61c113878162f32ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e4c35dca8cf9eca6.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_e4c35dca8cf9eca6 +-- problem_id: v2p_m4_9287e2e2e7ebfaeb +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("children" AS REAL) < 0.0 THEN 'low' + WHEN CAST("children" AS REAL) < 1.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("children" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e61aba18dc1579a6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e61aba18dc1579a6.sql new file mode 100644 index 0000000000000000000000000000000000000000..c2d0a0e7bea4537a51b645cca07180f1f4a57ac7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e61aba18dc1579a6.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_e61aba18dc1579a6 +-- problem_id: v2p_m4_393b6450bfaabedc +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("age" AS REAL) < 30.0 THEN 'low' + WHEN CAST("age" AS REAL) < 47.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e8c6596a425e7d7f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e8c6596a425e7d7f.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd9376588a8653ada9ccb237eb6fc1d7d5a501d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e8c6596a425e7d7f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_e8c6596a425e7d7f +-- problem_id: v2p_m4_809ebbddf3ad45b3 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "sex" +HAVING COUNT(*) > 5 +ORDER BY "sex"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e98a229e7941b936.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e98a229e7941b936.sql new file mode 100644 index 0000000000000000000000000000000000000000..18053c7212a08244a617c7fb97e225377e3b6c48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_e98a229e7941b936.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_m4_e98a229e7941b936 +-- problem_id: v2p_m4_0362feb7ea16a8c4 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("age" AS REAL) <= 51.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "m4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ecd58a6668cf4830.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ecd58a6668cf4830.sql new file mode 100644 index 0000000000000000000000000000000000000000..b00960bc3c76e1f698268e63cba02438706524b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ecd58a6668cf4830.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_ecd58a6668cf4830 +-- problem_id: v2p_m4_73d0e96f44ff45f1 +-- realization_mode: agent +-- source_kind: agent +SELECT "region", COUNT(*) AS support +FROM "m4" +WHERE "region" = 'northeast' +GROUP BY "region" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_f144ce956a23d883.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_f144ce956a23d883.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e8070214a4fafd7f47c2a57db876b23f26aed9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_f144ce956a23d883.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_m4_f144ce956a23d883 +-- problem_id: v2p_m4_334f410787927700 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", "region", + AVG(CASE WHEN CAST("charges" AS REAL) = 1121.8739 THEN 1 ELSE 0 END) AS target_rate +FROM "m4" +GROUP BY "children", "region" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_f5bb3cfe9069f078.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_f5bb3cfe9069f078.sql new file mode 100644 index 0000000000000000000000000000000000000000..f515a6fbad5e8f97d299ef61be9acc8756ab392a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_f5bb3cfe9069f078.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_m4_f5bb3cfe9069f078 +-- problem_id: v2p_m4_8546610e852b8366 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("age" AS REAL) < 30.0 THEN 'low' + WHEN CAST("age" AS REAL) < 47.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("age" AS REAL)) AS avg_measure +FROM "m4" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_fcd73825378cc806.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_fcd73825378cc806.sql new file mode 100644 index 0000000000000000000000000000000000000000..d29257b41517b5acd7fb8be8afde480efedfe46d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_fcd73825378cc806.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_m4_fcd73825378cc806 +-- problem_id: v2p_m4_9c07fd4faebae658 +-- realization_mode: agent +-- source_kind: agent +SELECT "sex", AVG(CAST("age" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "m4" +GROUP BY "sex" +HAVING COUNT(*) > 5 +ORDER BY "sex"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_fcd73f29216c603a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_fcd73f29216c603a.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cb363ed4ee522b986a186170629b63dc61247c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_fcd73f29216c603a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_fcd73f29216c603a +-- problem_id: v2p_m4_ccffc946ebda0724 +-- realization_mode: agent +-- source_kind: agent +SELECT "smoker", COUNT(*) AS support +FROM "m4" +WHERE "smoker" = 'no' +GROUP BY "smoker" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ffe04e75d3084df8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ffe04e75d3084df8.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cf2619abd38072712585ef49af5b4f180302e11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_d/m4/sql/v2q_m4_ffe04e75d3084df8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_d +-- sql_source_dataset_id: m4 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_m4_ffe04e75d3084df8 +-- problem_id: v2p_m4_1e73a0200a385d60 +-- realization_mode: agent +-- source_kind: agent +SELECT "children", COUNT(*) AS support +FROM "m4" +WHERE CAST("age" AS REAL) >= 51.0 +GROUP BY "children" +ORDER BY support DESC +LIMIT 16;